TopGit/lukasmasuch/best-of-ml-tools

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lukasmasuch/best-of-ml-tools

TopGit repo profile for lukasmasuch/best-of-ml-tools, with GitHub repository stats and README context.

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★ 5

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⑂ 1

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Cập nhật

6.5y ago

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ĐÁNH GIÁ NHANH

Được TopGit lập chỉ mục từ metadata GitHub: lukasmasuch/best-of-ml-tools có 5 sao. 🏆 A ranked list of awesome machine learning tools. Updated weekly.

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Forks⑂ 1

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Top 21 contributors to lukasmasuch/best-of-ml-tools

IDEs & Notebook Editors 22 projects
Machine Learning Platforms 13 projects
Business Intelligence 9 projects
Job Scheduler & Pipelines 14 projects
Data Integration & Ingestion 22 projects
Data Batch & Stream Processing 16 projects
Data Labeling & Annotation 15 projects
Data Visualization & Exploration 17 projects
Model Visualization 8 projects
Model Deployment 22 projects
ML Applications & Services 15 projects
Performance Optimization & Accelerators 10 projects
Data Storage 44 projects
Database GUIs 25 projects
Others 21 projects

Explanation

🥇🥈🥉 Combined project-quality score
⭐️ Star count from Github
🐣 New project (less than 6 month old)
💤 Inactive project (6 month no activity)
💀 Dead project (12 month no activity)
❗️ Warning (e.g. missing/risky license)
👨‍💻 Contributors count from Github
🔀 Fork count from Github
📋 Issue count from Github
⏱️ Last update timestamp on package manager
📥 Download count from package manager
📦 Number of dependent projects

IDEs & Notebook Editors

Development environments and notebook editors suitable for machine learning & data science projects.

Visual Studio Code (🥇37 · ⭐ 91K) - Visual Studio Code. MIT

GitHub (👨‍💻 1.3K · 🔀 14K · 📦 540 · 📋 82K - 5% open · ⏱️ 24.01.2020):
```
git clone https://github.com/microsoft/vscode
```
NPM (📥 25K / month · 📦 470 · ⏱️ 14.01.2020):
```
npm install monaco-editor-core
```

JupyterLab (🥇35 · ⭐ 9.3K) - JupyterLab computational environment. BSD-3

GitHub (👨‍💻 310 · 🔀 1.5K · 📦 13K · 📋 4.4K - 30% open · ⏱️ 24.01.2020):
```
git clone https://github.com/jupyterlab/jupyterlab
```
PyPi (📥 320K / month · 📦 2.4K · ⏱️ 24.01.2020):
```
pip install jupyterlab
```

Jupyter (🥇35 · ⭐ 7.4K) - Jupyter Interactive Notebook. BSD-3

GitHub (👨‍💻 470 · 🔀 2.7K · 📦 47K · 📋 3.5K - 47% open · ⏱️ 23.01.2020):
```
git clone https://github.com/jupyter/notebook
```
PyPi (📥 2.6M / month · 📦 13K · ⏱️ 12.08.2015):
```
pip install jupyter
```
Dockerhub (📥 7.2M · ⭐ 590 · ⏱️ 02.12.2019):
```
docker pull jupyter/datascience-notebook
```

Spyder (🥈32 · ⭐ 5.1K) - Official repository for Spyder - The Scientific Python Development Environment. MIT

GitHub (👨‍💻 190 · 🔀 1K · 📦 9K · 📋 9.3K - 8% open · ⏱️ 23.01.2020):
```
git clone https://github.com/spyder-ide/spyder
```
PyPi (📥 38K / month · 📦 1.8K · ⏱️ 02.01.2020):
```
pip install spyder
```
Conda (⏱️ 07.01.2020):
```
conda install -c anaconda spyder
```

Eclipse Che (🥈31 · ⭐ 6K) - Eclipse Che: Next-generation Eclipse IDE. Open source workspace server and.. EPL-2.0

GitHub (👨‍💻 170 · 🔀 1.1K · 📦 72 · 📋 9.4K - 10% open · ⏱️ 24.01.2020):
```
git clone https://github.com/eclipse/che
```
Dockerhub (📥 4M · ⭐ 140 · ⏱️ 14.07.2019):
```
docker pull eclipse/che
```

Maven (📦 3 · ⏱️ 05.07.2019):

<dependency>
	<groupId>org.eclipse.che</groupId>
	<artifactId>bootstrapper</artifactId>
	<version>[VERSION]</version>
</dependency>

Atom (🥈30 · ⭐ 51K) - The hackable text editor. MIT

GitHub (👨‍💻 540 · 🔀 14K · 📥 5.1M · 📋 16K - 3% open · ⏱️ 24.01.2020):
```
git clone https://github.com/atom/atom
```

Theia (🥈29 · ⭐ 6.8K) - Eclipse Theia is a cloud & desktop IDE framework implemented in TypeScript. EPL-2.0

GitHub (👨‍💻 140 · 🔀 870 · 📦 200 · 📋 4K - 29% open · ⏱️ 24.01.2020):
```
git clone https://github.com/eclipse-theia/theia
```
NPM (📥 58K / month · 📦 110 · ⏱️ 19.01.2020):
```
npm install @theia/application-manager
```
Dockerhub (📥 1.2M · ⭐ 37 · ⏱️ 24.01.2020):
```
docker pull theiaide/theia
```

code-server (🥈26 · ⭐ 27K) - Run VS Code on a remote server. MIT

GitHub (👨‍💻 69 · 🔀 1.8K · 📥 190K · 📋 1K - 19% open · ⏱️ 17.01.2020):
```
git clone https://github.com/cdr/code-server
```
Dockerhub (📥 8.1M · ⭐ 140 · ⏱️ 17.01.2020):
```
docker pull codercom/code-server
```

nteract (🥈26 · ⭐ 4.7K) - The interactive computing suite for you!. BSD-3

GitHub (👨‍💻 140 · 🔀 470 · 📥 740K · 📋 1.4K - 11% open · ⏱️ 24.01.2020):
```
git clone https://github.com/nteract/nteract
```
PyPi (📥 2.5K / month · 📦 5 · ⏱️ 16.07.2019):
```
pip install nteract_on_jupyter
```

Jupyter Docker Stacks (🥉24 · ⭐ 4.9K) - Ready-to-run Docker images containing Jupyter applications. BSD-3

GitHub (👨‍💻 160 · 🔀 1.8K · 📋 500 - 11% open · ⏱️ 23.01.2020):
```
git clone https://github.com/jupyter/docker-stacks
```
Dockerhub (📥 3.6M · ⭐ 210 · ⏱️ 02.12.2019):
```
docker pull jupyter/scipy-notebook
```

DIGITS (🥉24 · ⭐ 4K) - Deep Learning GPU Training System. BSD-3

GitHub (👨‍💻 48 · 🔀 1.4K · 📋 1.5K - 40% open · ⏱️ 05.11.2019):
```
git clone https://github.com/NVIDIA/DIGITS
```
Dockerhub (📥 740K · ⭐ 65 · ⏱️ 01.05.2018):
```
docker pull nvidia/digits
```

Zeppelin (🥉23 · ⭐ 4.7K) - Web-based notebook that enables interactive data analytics. Apache-2

GitHub (👨‍💻 390 · 🔀 2.2K · ⏱️ 21.01.2020):
```
git clone https://github.com/apache/zeppelin
```
Dockerhub (📥 950K · ⭐ 110 · ⏱️ 07.10.2019):
```
docker pull apache/zeppelin
```

Maven:

<dependency>
	<groupId>org.apache.zeppelin</groupId>
	<artifactId>zeppelin-server</artifactId>
	<version>[VERSION]</version>
</dependency>

polynote (🥉23 · ⭐ 3.5K) - A better notebook for Scala (and more). Apache-2

GitHub (👨‍💻 22 · 🔀 280 · 📥 15K · 📋 350 - 36% open · ⏱️ 22.01.2020):
```
git clone https://github.com/polynote/polynote
```
Dockerhub (📥 1.7K · ⭐ 3 · ⏱️ 14.01.2020):
```
docker pull polynote/polynote
```

Pyodide (🥉22 · ⭐ 3.4K) - The Python scientific stack, compiled to WebAssembly. MPL-2.0

GitHub (👨‍💻 33 · 🔀 210 · 📥 8.3K · 📋 310 - 50% open · ⏱️ 02.01.2020):
```
git clone https://github.com/iodide-project/pyodide
```
Dockerhub (📥 32K · ⭐ 3 · ⏱️ 05.11.2018):
```
docker pull iodide/pyodide-env
```

Hydrogen (🥉20 · ⭐ 3.5K) - Run code interactively, inspect data, and plot. All the power of Jupyter kernels,.. MIT

GitHub (👨‍💻 74 · 🔀 260 · 📋 1.1K - 8% open · ⏱️ 14.12.2019):
```
git clone https://github.com/nteract/hydrogen
```

Deepo (🥉19 · ⭐ 5.4K) - Set up deep learning environment in a single command line. MIT

GitHub (👨‍💻 10 · 🔀 640 · 📋 100 - 11% open · ⏱️ 06.01.2020):
```
git clone https://github.com/ufoym/deepo
```
Dockerhub (📥 150K · ⭐ 150 · ⏱️ 06.01.2020):
```
docker pull ufoym/deepo
```

Spark Notebook (🥉18 · ⭐ 2.9K · 💤) - Interactive and Reactive Data Science using Scala and Spark. Apache-2

GitHub (👨‍💻 83 · 🔀 600 · 📋 510 - 40% open · ⏱️ 11.03.2019):
```
git clone https://github.com/spark-notebook/spark-notebook
```

DataLab (🥉18 · ⭐ 900 · 💤) - Interactive tools and developer experiences for Big Data on Google Cloud.. Apache-2

GitHub (👨‍💻 50 · 🔀 240 · 📋 870 - 24% open · ⏱️ 05.06.2019):
```
git clone https://github.com/googledatalab/datalab
```

ML Workspace (🥉16 · ⭐ 890) - All-in-one web-based IDE specialized for machine learning and data science. Apache-2

GitHub (👨‍💻 6 · 🔀 92 · 📋 20 - 55% open · ⏱️ 24.01.2020):
```
git clone https://github.com/ml-tooling/ml-workspace
```
Dockerhub (📥 48K · ⭐ 7 · ⏱️ 04.10.2019):
```
docker pull mltooling/ml-workspace
```

h2o-flow (🥉16 · ⭐ 100) - Web based interactive computing environment for H2O. MIT

GitHub (👨‍💻 36 · 🔀 56 · ⏱️ 18.11.2019):
```
git clone https://github.com/h2oai/h2o-flow
```

Judge0 IDE (🥉13 · ⭐ 140) - Free and open-source online code editor that allows you to write and execute code.. MIT

GitHub (👨‍💻 2 · 🔀 28 · 📋 32 - 18% open · ⏱️ 05.01.2020):
```
git clone https://github.com/judge0/ide
```

Show 1 hidden projects...

RStudio (🥉17 · ⭐ 3K) - RStudio is an integrated development environment (IDE) for R. ❗️AGPL-3.0

GitHub (👨‍💻 93 · 🔀 740 · 📋 3.4K - 39% open · ⏱️ 24.01.2020):
```
git clone https://github.com/rstudio/rstudio
```

Machine Learning Platforms

Platforms that enable large-scale and distributed machine learning.

H2O (🥇30 · ⭐ 4.6K) - Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep.. Apache-2

GitHub (👨‍💻 190 · 🔀 1.7K · 📦 250 · ⏱️ 24.01.2020):
```
git clone https://github.com/h2oai/h2o-3
```
PyPi (📥 96K / month · 📦 59 · ⏱️ 20.01.2020):
```
pip install h2o
```

Kubeflow (🥇28 · ⭐ 8.3K) - Machine Learning Toolkit for Kubernetes. Apache-2

GitHub (👨‍💻 190 · 🔀 1.3K · 📥 57K · 📋 2.4K - 11% open · ⏱️ 23.01.2020):
```
git clone https://github.com/kubeflow/kubeflow
```
PyPi (📥 17K / month · 📦 4 · ⏱️ 20.01.2020):
```
pip install kfp
```

PredictionIO (🥈27 · ⭐ 12K) - PredictionIO, a machine learning server for developers and ML engineers. Apache-2

GitHub (👨‍💻 160 · 🔀 2K · 📥 3.8K · ⏱️ 12.12.2019):
```
git clone https://github.com/apache/predictionio
```
PyPi (📥 1.4K / month · 📦 15 · ⏱️ 24.10.2017):
```
pip install predictionio
```
Dockerhub (📥 1.5K · ⭐ 3 · ⏱️ 19.11.2018):
```
docker pull predictionio/pio
```

Pachyderm (🥈26 · ⭐ 4.2K) - Reproducible Data Science at Scale!. Apache-2

GitHub (👨‍💻 110 · 🔀 400 · 📥 36K · 📋 2.3K - 22% open · ⏱️ 24.01.2020):
```
git clone https://github.com/pachyderm/pachyderm
```
PyPi (📥 1K / month · 📦 3 · ⏱️ 22.01.2020):
```
pip install python-pachyderm
```
Dockerhub (📥 1.6M · ⭐ 2 · ⏱️ 23.01.2020):
```
docker pull pachyderm/pachd
```

Polyaxon (🥈25 · ⭐ 2.3K) - A platform for reproducible and scalable machine learning and deep learning on.. Apache-2

GitHub (👨‍💻 74 · 🔀 210 · 📋 500 - 26% open · ⏱️ 16.01.2020):
```
git clone https://github.com/polyaxon/polyaxon
```
PyPi (📥 2K / month · 📦 1 · ⏱️ 13.01.2020):
```
pip install polyaxon-cli
```
Dockerhub (📥 1.5M · ⏱️ 13.01.2020):
```
docker pull polyaxon/polyaxon-api
```

Mahout (🥉22 · ⭐ 1.8K) - Powerful, scalable machine-learning library that runs on top of Hadoop MapReduce. Apache-2

GitHub (👨‍💻 58 · 🔀 910 · 📦 55 · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/mahout
```

Maven (📦 7 · ⏱️ 15.04.2017):

<dependency>
	<groupId>org.apache.mahout</groupId>
	<artifactId>mahout-math-scala_2.10</artifactId>
	<version>[VERSION]</version>
</dependency>

SystemML (🥉22 · ⭐ 800) - A machine learning platform optimal for big data running on Apache Spark,. Apache-2

GitHub (👨‍💻 86 · 🔀 290 · 📦 3 · ⏱️ 16.01.2020):
```
git clone https://github.com/apache/systemml
```
PyPi (📥 3.4K / month · ⏱️ 27.08.2018):
```
pip install systemml
```

Maven:

<dependency>
	<groupId>org.apache.systemml</groupId>
	<artifactId>systemml</artifactId>
	<version>[VERSION]</version>
</dependency>

Oryx 2 (🥉21 · ⭐ 1.7K) - Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large.. Apache-2

GitHub (👨‍💻 17 · 🔀 390 · 📥 14K · 📋 200 - 1% open · ⏱️ 24.11.2019):
```
git clone https://github.com/OryxProject/oryx
```

Maven (📦 32 · ⏱️ 06.10.2018):

<dependency>
	<groupId>com.cloudera.oryx</groupId>
	<artifactId>oryx-api</artifactId>
	<version>[VERSION]</version>
</dependency>

Flyte (🥉19 · ⭐ 640 · 🐣) - develop, execute, and monitor distributed workflows reliably at scale. Apache-2

GitHub (👨‍💻 15 · 🔀 43 · 📋 130 - 87% open · ⏱️ 23.01.2020):
```
git clone https://github.com/lyft/flyte
```
PyPi (📥 33K / month · 📦 4 · ⏱️ 30.12.2019):
```
pip install flytekit
```
Dockerhub (📥 7.2K · ⏱️ 09.12.2019):
```
docker pull lyft/flyteadmin
```

Singa (🥉17 · ⭐ 1.9K) - Flexible architecture for scalable distributed training, it is extensible to run.. Apache-2

GitHub (👨‍💻 62 · 🔀 480 · ⏱️ 18.01.2020):
```
git clone https://github.com/apache/singa
```
Conda:
```
conda install -c conda-forge singa-cpu
```
Dockerhub (📥 120 · ⭐ 2 · ⏱️ 04.06.2019):
```
docker pull apache/singa
```

FfDL (🥉17 · ⭐ 580 · 💤) - Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform.. Apache-2

GitHub (👨‍💻 15 · 🔀 170 · 📋 72 - 44% open · ⏱️ 27.04.2019):
```
git clone https://github.com/IBM/FfDL
```
Dockerhub (📥 43K · ⏱️ 08.08.2019):
```
docker pull ffdlops/ffdl
```

ML Hub (🥉17 · ⭐ 55) - Multi-user development platform for machine learning teams. Simple to setup within.. Apache-2

GitHub (👨‍💻 4 · 🔀 15 · 📥 95 · 📋 3 - 33% open · ⏱️ 02.12.2019):
```
git clone https://github.com/ml-tooling/ml-hub
```
Dockerhub (📥 20K · ⭐ 3 · ⏱️ 17.01.2020):
```
docker pull mltooling/ml-hub
```

PennAI (🥉14 · ⭐ 110) - the Penn AI engine. ❗️GPL-3.0

GitHub (👨‍💻 38 · 🔀 29 · 📥 250 · 📋 190 - 30% open · ⏱️ 17.01.2020):
```
git clone https://github.com/EpistasisLab/pennai
```
Dockerhub (📥 51 · ⏱️ 07.08.2019):
```
docker pull moorelab/pennai_lab
```

Business Intelligence

GUI-based business intelligence tools combining SQL query engines, data analytics, visualization, and dashboarding features.

Metabase (🥇29 · ⭐ 19K) - The simplest, fastest way to get business intelligence and analytics to.. ❗️AGPL-3.0

GitHub (👨‍💻 230 · 🔀 2.5K · 📥 1K · 📦 1 · 📋 6.8K - 31% open · ⏱️ 24.01.2020):
```
git clone https://github.com/metabase/metabase
```
Dockerhub (📥 33M · ⭐ 160 · ⏱️ 14.01.2020):
```
docker pull metabase/metabase
```

Redash (🥈28 · ⭐ 15K) - Make Your Company Data Driven. Connect to any data source, easily visualize,.. BSD-2

GitHub (👨‍💻 340 · 🔀 2.5K · 📥 14K · 📋 1.9K - 25% open · ⏱️ 23.01.2020):
```
git clone https://github.com/getredash/redash
```
Dockerhub (📥 11M · ⭐ 140 · ⏱️ 23.01.2020):
```
docker pull redash/redash
```

Superset (🥈27 · ⭐ 28K) - Apache Superset (incubating) is a modern, enterprise-ready business.. Apache-2

GitHub (👨‍💻 460 · 🔀 5.5K · 📦 2 · 📋 4.2K - 6% open · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/incubator-superset
```
PyPi (📥 2.8K / month · ⏱️ 12.10.2019):
```
pip install apache-superset
```
Dockerhub (📥 1.3M · ⭐ 220 · ⏱️ 23.01.2020):
```
docker pull amancevice/superset
```

Hue (🥈24 · ⭐ 4K) - Open source SQL Query Assistant for Databases/Warehouses. Apache-2

GitHub (👨‍💻 230 · 🔀 1.5K · 📦 3 · 📋 730 - 28% open · ⏱️ 22.01.2020):
```
git clone https://github.com/cloudera/hue
```
Dockerhub (📥 560K · ⭐ 58 · ⏱️ 24.01.2020):
```
docker pull gethue/hue
```

Azure Data Studio (🥉22 · ⭐ 5.5K) - Azure Data Studio is a data management tool that enables working.. ❗️Custom EULA

GitHub (👨‍💻 97 · 🔀 460 · 📥 170K · 📋 5.5K - 32% open · ⏱️ 24.01.2020):
```
git clone https://github.com/microsoft/azuredatastudio
```

Blazer (🥉20 · ⭐ 2.4K) - Explore your data with SQL. Easily create charts and dashboards, and share them with.. MIT

GitHub (👨‍💻 42 · 🔀 290 · 📦 240 · 📋 160 - 6% open · ⏱️ 14.11.2019):
```
git clone https://github.com/ankane/blazer
```

Poli (🥉19 · ⭐ 1.6K) - An easy-to-use BI server built for SQL lovers. Power data analysis in SQL and gain.. MIT

GitHub (👨‍💻 2 · 🔀 220 · 📥 3.6K · 📋 48 - 25% open · ⏱️ 11.01.2020):
```
git clone https://github.com/shzlw/poli
```
Dockerhub (📥 570 · ⏱️ 11.12.2019):
```
docker pull zhonglu/poli
```

CBoard (🥉17 · ⭐ 2.3K) - An easy to use, self-service open BI reporting and BI dashboard platform. Apache-2

GitHub (👨‍💻 30 · 🔀 970 · 📋 560 - 13% open · ⏱️ 22.09.2019):
```
git clone https://github.com/TuiQiao/CBoard
```
Dockerhub (📥 3.5K · ⭐ 4 · ⏱️ 18.10.2017):
```
docker pull peterzhang921/cboard
```

Meltano (🥉15 · ⭐ 320) - Convention-over-configuration product for the whole data lifecycle, all the way from.. MIT

PyPi (📥 1.8K / month · ⏱️ 23.01.2020):
```
pip install meltano
```
Dockerhub (📥 320K · ⭐ 4 · ⏱️ 23.01.2020):
```
docker pull meltano/meltano
```

Job Scheduler & Pipelines

Platforms and tools to schedule, orchestrate, and monitor jobs for workflow automation and data pipeline tasks.

Airflow (🥇35 · ⭐ 15K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2

GitHub (👨‍💻 1.3K · 🔀 5.8K · 📥 400 · 📦 720 · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/airflow
```
PyPi (📥 470K / month · 📦 290 · ⏱️ 24.12.2019):
```
pip install apache-airflow
```
Conda:
```
conda install -c conda-forge airflow
```
Dockerhub (📥 330K · ⭐ 80 · ⏱️ 24.01.2020):
```
docker pull apache/airflow
```

luigi (🥇33 · ⭐ 13K) - Luigi is a Python module that helps you build complex pipelines of batch jobs. It.. Apache-2

GitHub (👨‍💻 530 · 🔀 2.1K · 📦 970 · 📋 830 - 6% open · ⏱️ 16.01.2020):
```
git clone https://github.com/spotify/luigi
```
PyPi (📥 170K / month · 📦 680 · ⏱️ 02.01.2020):
```
pip install luigi
```
Conda (⏱️ 17.12.2019):
```
conda install -c anaconda luigi
```

argo (🥈25 · ⭐ 4.5K) - Argo Workflows: Get stuff done with Kubernetes. Apache-2

GitHub (👨‍💻 160 · 🔀 700 · 📥 270K · 📋 1.2K - 28% open · ⏱️ 24.01.2020):
```
git clone https://github.com/argoproj/argo
```
Dockerhub (📥 1.5M · ⭐ 1 · ⏱️ 16.12.2019):
```
docker pull argoproj/argoui
```

Kubeflow Pipelines (🥈25 · ⭐ 1.4K) - Machine Learning Pipelines for Kubeflow. Apache-2

GitHub (👨‍💻 110 · 🔀 410 · 📋 1.1K - 33% open · ⏱️ 24.01.2020):
```
git clone https://github.com/kubeflow/pipelines
```
PyPi (📥 17K / month · 📦 4 · ⏱️ 20.01.2020):
```
pip install kfp
```

Genie (🥈25 · ⭐ 1.3K) - Distributed Big Data Orchestration Service. Apache-2

GitHub (👨‍💻 30 · 🔀 290 · 📋 160 - 0% open · ⏱️ 15.01.2020):
```
git clone https://github.com/Netflix/genie
```
PyPi (📥 52K / month · 📦 5 · ⏱️ 09.12.2019):
```
pip install nflx-genie-client
```
Dockerhub (📥 7.1K · ⭐ 3 · ⏱️ 15.01.2020):
```
docker pull netflixoss/genie-app
```

Maven (⏱️ 25.10.2018):

<dependency>
	<groupId>com.netflix.genie</groupId>
	<artifactId>genie-common</artifactId>
	<version>[VERSION]</version>
</dependency>

n8n.io (🥈24 · ⭐ 6K) - Free and open node based Workflow Automation Tool. Easily automate tasks across.. Apache-2

GitHub (👨‍💻 35 · 🔀 340 · 📦 1 · 📋 110 - 39% open · ⏱️ 24.01.2020):
```
git clone https://github.com/n8n-io/n8n
```
NPM (📥 3.1K / month · ⏱️ 19.01.2020):
```
npm install n8n
```
Dockerhub (📥 330K · ⭐ 11 · ⏱️ 19.01.2020):
```
docker pull n8nio/n8n
```

Cadence (🥈24 · ⭐ 3.3K) - Cadence is a distributed, scalable, durable, and highly available orchestration.. MIT

GitHub (👨‍💻 57 · 🔀 270 · 📥 7.5K · 📋 1.1K - 28% open · ⏱️ 24.01.2020):
```
git clone https://github.com/uber/cadence
```
Dockerhub (📥 670K · ⭐ 2 · ⏱️ 24.01.2020):
```
docker pull ubercadence/server
```

Maven (📦 2 · ⏱️ 06.08.2018):

<dependency>
	<groupId>com.uber.cadence</groupId>
	<artifactId>cadence-client</artifactId>
	<version>[VERSION]</version>
</dependency>

dkron (🥉23 · ⭐ 2.1K) - Dkron - Distributed, fault tolerant job scheduling system https://dkron.io. ❗️LGPL-3.0

GitHub (👨‍💻 43 · 🔀 200 · 📥 260K · 📋 330 - 7% open · ⏱️ 04.01.2020):
```
git clone https://github.com/distribworks/dkron
```
Dockerhub (📥 480K · ⭐ 11 · ⏱️ 04.01.2020):
```
docker pull dkron/dkron
```

Dolphin Scheduler (🥉22 · ⭐ 3.4K) - Dolphin Scheduler is a distributed and easy-to-expand visual DAG.. Apache-2

GitHub (👨‍💻 72 · 🔀 1K · 📥 5.6K · 📋 730 - 44% open · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/incubator-dolphinscheduler
```

Oozie (🥉22 · ⭐ 540) - Server-based workflow scheduling system to manage Hadoop jobs. Apache-2

GitHub (👨‍💻 36 · 🔀 380 · 📦 270 · ⏱️ 18.01.2020):
```
git clone https://github.com/apache/oozie
```

Maven (📦 170 · ⏱️ 02.12.2016):

<dependency>
	<groupId>org.apache.oozie</groupId>
	<artifactId>oozie-client</artifactId>
	<version>[VERSION]</version>
</dependency>

Azkaban (🥉21 · ⭐ 3K) - Batch workflow job scheduler created at LinkedIn to run Hadoop jobs. Apache-2

GitHub (👨‍💻 120 · 🔀 1.2K · 📥 960 · 📋 1K - 63% open · ⏱️ 21.01.2020):
```
git clone https://github.com/azkaban/azkaban
```

Ofelia (🥉19 · ⭐ 1.2K) - A docker job scheduler (aka. crontab for docker). MIT

GitHub (👨‍💻 16 · 🔀 87 · 📥 8.4K · 📋 69 - 62% open · ⏱️ 06.01.2020):
```
git clone https://github.com/mcuadros/ofelia
```
Dockerhub (📥 2.7M · ⭐ 15 · ⏱️ 06.01.2020):
```
docker pull mcuadros/ofelia
```

Aurora (🥉16 · ⭐ 620) - Apache Aurora - A Mesos framework for long-running services, cron jobs, and ad-.. Apache-2

GitHub (👨‍💻 140 · 🔀 220 · 📋 36 - 30% open · ⏱️ 13.01.2020):
```
git clone https://github.com/apache/aurora
```

Flotilla (🥉11 · ⭐ 140) - Self-service framework for defining and executing containerized jobs. Apache-2

GitHub (👨‍💻 9 · 🔀 7 · 📋 51 - 37% open · ⏱️ 23.01.2020):
```
git clone https://github.com/stitchfix/flotilla-os
```

Data Integration & Ingestion

Tools to integrate and ingest data from a variety of data sources. This includes query engines, ETL tools, data pipeline software, and command-line database clients.

Prisma (🥇35 · ⭐ 17K) - Database Tools incl. ORM, Migrations and Admin UI (Postgres, MySQL & MongoDB). Apache-2

GitHub (👨‍💻 250 · 🔀 910 · 📦 6.1K · 📋 3.4K - 18% open · ⏱️ 17.01.2020):
```
git clone https://github.com/prisma/prisma
```
NPM (📥 120K / month · 📦 490 · ⏱️ 14.06.2019):
```
npm install prisma-client-lib
```
Dockerhub (📥 20M · ⭐ 74 · ⏱️ 11.11.2019):
```
docker pull prismagraphql/prisma
```

Presto (🥇33 · ⭐ 10K) - High performance, distributed SQL query engine for a variety of data sources. Apache-2

GitHub (👨‍💻 460 · 🔀 3.5K · 📦 1 · 📋 4.1K - 23% open · ⏱️ 24.01.2020):
```
git clone https://github.com/prestodb/presto
```
PyPi (📥 270K / month · ⏱️ 16.04.2019):
```
pip install presto-python-client
```
NPM (📥 2.4K / month · 📦 30 · ⏱️ 07.01.2020):
```
npm install presto-client
```
Dockerhub (📥 110K · ⭐ 12 · ⏱️ 23.01.2020):
```
docker pull prestosql/presto
```

Maven (📦 360 · ⏱️ 22.02.2019):

<dependency>
	<groupId>com.facebook.presto</groupId>
	<artifactId>presto-spi</artifactId>
	<version>[VERSION]</version>
</dependency>

Hive (🥇33 · ⭐ 3K) - Data warehouse software facilitates reading, writing, and managing large datasets.. Apache-2

GitHub (👨‍💻 350 · 🔀 2.8K · 📦 9 · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/hive
```
PyPi (📥 1M / month · 📦 810 · ⏱️ 10.09.2018):
```
pip install pyhive
```

Maven (📦 1.1K · ⏱️ 23.07.2018):

<dependency>
	<groupId>org.apache.hive</groupId>
	<artifactId>hive-common</artifactId>
	<version>[VERSION]</version>
</dependency>

Impala (🥈30 · ⭐ 2.3K · 💤) - Lightning-fast, distributed SQL queries for petabytes of data stored in.. Apache-2

GitHub (👨‍💻 170 · 🔀 810 · ⏱️ 26.06.2019):
```
git clone https://github.com/cloudera/Impala
```
PyPi (📥 92K / month · 📦 540 · ⏱️ 21.11.2019):
```
pip install impyla
```

TinkerPop Gremlin (🥈30 · ⭐ 1K) - Apache TinkerPop - a graph computing framework. Apache-2

GitHub (👨‍💻 150 · 🔀 520 · 📦 210 · ⏱️ 23.01.2020):
```
git clone https://github.com/apache/tinkerpop
```
PyPi (📥 110K / month · 📦 150 · ⏱️ 09.08.2019):
```
pip install gremlinpython
```
NPM (📥 13K / month · 📦 100 · ⏱️ 09.08.2019):
```
npm install gremlin
```

Maven (📦 230 · ⏱️ 08.05.2018):

<dependency>
	<groupId>org.apache.tinkerpop</groupId>
	<artifactId>gremlin-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Alluxio (🥈29 · ⭐ 4.5K) - Alluxio, data orchestration for analytics and machine learning in the cloud. Apache-2

GitHub (👨‍💻 1.2K · 🔀 2.3K · 📥 20K · 📦 1 · 📋 670 - 42% open · ⏱️ 24.01.2020):
```
git clone https://github.com/Alluxio/alluxio
```
PyPi (📥 61 / month · ⏱️ 07.09.2017):
```
pip install alluxio
```
Dockerhub (📥 550K · ⭐ 3 · ⏱️ 24.01.2020):
```
docker pull alluxio/alluxio
```

Maven (📦 38 · ⏱️ 27.03.2018):

<dependency>
	<groupId>org.alluxio</groupId>
	<artifactId>alluxio-core-client-fs</artifactId>
	<version>[VERSION]</version>
</dependency>

Apache NiFi (🥈29 · ⭐ 2K) - Integrated data logistics platform for automating the movement of data.. Apache-2

GitHub (👨‍💻 370 · 🔀 1.6K · ⏱️ 23.01.2020):
```
git clone https://github.com/apache/nifi
```
Dockerhub (📥 1.3M · ⭐ 150 · ⏱️ 05.11.2019):
```
docker pull apache/nifi
```

Maven (📦 210 · ⏱️ 23.10.2018):

<dependency>
	<groupId>org.apache.nifi</groupId>
	<artifactId>nifi-api</artifactId>
	<version>[VERSION]</version>
</dependency>

Camel (🥈28 · ⭐ 3.1K) - Integration framework that empowers you to easily integrate various systems.. Apache-2

GitHub (👨‍💻 810 · 🔀 3.9K · 📦 8 · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/camel
```

Maven (📦 6.9K · ⏱️ 24.11.2018):

<dependency>
	<groupId>org.apache.camel</groupId>
	<artifactId>camel-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Tika (🥈27 · ⭐ 970) - Toolkit for detecting and extracting metadata and structured text content from.. Apache-2

GitHub (👨‍💻 100 · 🔀 500 · 📦 96 · ⏱️ 17.01.2020):
```
git clone https://github.com/apache/tika
```
PyPi (📥 33K / month · 📦 160 · ⏱️ 09.11.2019):
```
pip install tika
```
NPM (📥 900 / month · 📦 28 · ⏱️ 22.02.2017):
```
npm install tika
```
Dockerhub (📥 1.2M · ⭐ 26 · ⏱️ 11.01.2020):
```
docker pull logicalspark/docker-tikaserver
```

Maven (📦 2.7K · ⏱️ 20.04.2018):

<dependency>
	<groupId>org.apache.tika</groupId>
	<artifactId>tika-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Drill (🥉26 · ⭐ 1.3K) - Schema-free SQL Query Engine for Hadoop, NoSQL and Cloud Storage. Apache-2

GitHub (👨‍💻 170 · 🔀 780 · 📦 14 · ⏱️ 23.01.2020):
```
git clone https://github.com/apache/drill
```
PyPi (📥 1.5K / month · 📦 3 · ⏱️ 24.04.2018):
```
pip install pydrill
```
Dockerhub (📥 35K · ⭐ 9 · ⏱️ 26.12.2019):
```
docker pull drill/apache-drill
```

Maven (📦 38 · ⏱️ 24.12.2018):

<dependency>
	<groupId>org.apache.drill</groupId>
	<artifactId>drill-common</artifactId>
	<version>[VERSION]</version>
</dependency>

Dagster (🥉25 · ⭐ 1.2K) - A Python library for building data applications: ETL, ML, Data Pipelines, and.. Apache-2

GitHub (👨‍💻 49 · 🔀 110 · 📦 64 · 📋 1.1K - 26% open · ⏱️ 24.01.2020):
```
git clone https://github.com/dagster-io/dagster
```
PyPi (📥 6.4K / month · 📦 4 · ⏱️ 14.01.2020):
```
pip install dagster
```

Calcite (🥉24 · ⭐ 1.7K) - Framework for building databases and data management systems. Includes a SQL.. Apache-2

GitHub (👨‍💻 290 · 🔀 990 · ⏱️ 23.01.2020):
```
git clone https://github.com/apache/calcite
```

Maven (📦 500 · ⏱️ 16.07.2018):

<dependency>
	<groupId>org.apache.calcite</groupId>
	<artifactId>calcite-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Embulk (🥉24 · ⭐ 1.4K) - Parallel bulk data loader that helps data transfer between various storages,.. Apache-2

GitHub (👨‍💻 49 · 🔀 160 · 📥 110K · 📋 420 - 39% open · ⏱️ 24.12.2019):
```
git clone https://github.com/embulk/embulk
```

Data Collector (🥉24 · ⭐ 970) - StreamSets Data Collector - Continuous big data and cloud platform ingest.. Apache-2

GitHub (👨‍💻 97 · 🔀 480 · ⏱️ 24.01.2020):
```
git clone https://github.com/streamsets/datacollector
```
PyPi (📥 260 / month · ⏱️ 25.10.2019):
```
pip install streamsets
```
Dockerhub (📥 2.2M · ⭐ 57 · ⏱️ 24.01.2020):
```
docker pull streamsets/datacollector
```

Maven (📦 3 · ⏱️ 24.05.2018):

<dependency>
	<groupId>com.streamsets</groupId>
	<artifactId>streamsets-datacollector</artifactId>
	<version>[VERSION]</version>
</dependency>

Zenko (🥉22 · ⭐ 290) - Zenko is the open source multi-cloud data controller: own and keep control of your.. Apache-2

GitHub (👨‍💻 40 · 🔀 47 · 📥 310 · 📋 44 - 25% open · ⏱️ 21.01.2020):
```
git clone https://github.com/scality/Zenko
```
Dockerhub (📥 3.6M · ⭐ 11 · ⏱️ 17.01.2020):
```
docker pull zenko/cloudserver
```

Gobblin (🥉21 · ⭐ 1.7K) - Gobblin is a distributed big data integration framework (ingestion,.. Apache-2

GitHub (👨‍💻 140 · 🔀 600 · 📥 120K · ⏱️ 17.01.2020):
```
git clone https://github.com/apache/incubator-gobblin
```

Maven (⏱️ 20.06.2018):

<dependency>
	<groupId>org.apache.gobblin</groupId>
	<artifactId>gobblin-api</artifactId>
	<version>[VERSION]</version>
</dependency>

s4cmd (🥉21 · ⭐ 960 · 💤) - Super S3 command line tool. Apache-2

GitHub (👨‍💻 30 · 🔀 160 · 📦 2 · 📋 110 - 58% open · ⏱️ 03.04.2019):
```
git clone https://github.com/bloomreach/s4cmd
```
PyPi (📥 11K / month · 📦 7 · ⏱️ 13.08.2018):
```
pip install s4cmd
```

Pentaho Kettle (🥉20 · ⭐ 3.6K) - Pentaho Data Integration ( ETL ) a.k.a Kettle. Apache-2

GitHub (👨‍💻 350 · 🔀 2.1K · ⏱️ 24.01.2020):
```
git clone https://github.com/pentaho/pentaho-kettle
```

Delta Lake (🥉19 · ⭐ 2.1K) - An open-source storage layer that brings scalable, ACID transactions to.. Apache-2

GitHub (👨‍💻 55 · 🔀 420 · 📋 190 - 45% open · ⏱️ 21.01.2020):
```
git clone https://github.com/delta-io/delta
```

Maven:

<dependency>
	<groupId>io.delta</groupId>
	<artifactId>delta-core_2.11</artifactId>
	<version>[VERSION]</version>
</dependency>

Sqoop (🥉18 · ⭐ 670) - Sqoop allows easy imports and exports of data sets between databases and HDFS. Apache-2

GitHub (👨‍💻 39 · 🔀 450 · ⏱️ 16.10.2019):
```
git clone https://github.com/apache/sqoop
```
PyPi (📥 220 / month · ⏱️ 26.11.2019):
```
pip install pysqoop
```

Amundsen (🥉16 · ⭐ 590) - Metadata driven application for improving the productivity of data engineers.. Apache-2

GitHub (👨‍💻 24 · 🔀 99 · 📋 110 - 63% open · ⏱️ 24.01.2020):
```
git clone https://github.com/lyft/amundsen
```

Dockerhub (📥 19K · ⏱️ 20.12.2019):

docker pull amundsendev/amundsen-search

Show 1 hidden projects...

s3cmd (🥉23 · ⭐ 3.2K) - Official s3cmd repo -- Command line tool for managing Amazon S3 and CloudFront.. ❗️GPL-2.0

GitHub (👨‍💻 180 · 🔀 740 · 📥 2.7M · 📋 700 - 41% open · ⏱️ 18.12.2019):
```
git clone https://github.com/s3tools/s3cmd
```

Data Batch & Stream Processing

Frameworks and computing-engines for large-scale (distributed) data batch- and stream-processing.

Spark (🥇36 · ⭐ 25K) - Unified analytics engine for big data processing, with built-in modules for.. Apache-2

GitHub (👨‍💻 2.2K · 🔀 21K · 📦 280 · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/spark
```
PyPi (📥 2.7M / month · 📦 760 · ⏱️ 07.05.2019):
```
pip install pyspark
```
Dockerhub (📥 170K · ⭐ 32 · ⏱️ 30.09.2019):
```
docker pull bde2020/spark-master
```

Maven (📦 120 · ⏱️ 29.10.2018):

<dependency>
	<groupId>org.apache.spark</groupId>
	<artifactId>spark-catalyst_2.11</artifactId>
	<version>[VERSION]</version>
</dependency>

Flink (🥇34 · ⭐ 12K) - Stream processing framework with powerful stream- and batch-processing capabilities. Apache-2

GitHub (👨‍💻 900 · 🔀 6.2K · 📦 120 · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/flink
```
Dockerhub (📥 50M · ⭐ 140 · ⏱️ 23.01.2020):
```
docker pull flink
```

Maven (📦 530 · ⏱️ 30.09.2019):

<dependency>
	<groupId>org.apache.flink</groupId>
	<artifactId>flink-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Beam (🥈33 · ⭐ 3.7K) - Unified programming model to define and execute data processing pipelines,.. Apache-2

GitHub (👨‍💻 740 · 🔀 2.2K · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/beam
```
PyPi (📥 2.6M / month · 📦 190 · ⏱️ 23.01.2020):
```
pip install apache-beam
```

Maven (📦 360 · ⏱️ 17.12.2019):

<dependency>
	<groupId>org.apache.beam</groupId>
	<artifactId>beam-sdks-java-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Storm (🥈32 · ⭐ 6.1K) - Distributed real-time computational system for processing data streams. Apache-2

GitHub (👨‍💻 480 · 🔀 4K · 📦 3 · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/storm
```
Dockerhub (📥 3.2M · ⭐ 120 · ⏱️ 23.01.2020):
```
docker pull storm
```

Maven (📦 3.9K · ⏱️ 29.04.2019):

<dependency>
	<groupId>org.apache.storm</groupId>
	<artifactId>storm-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Kafka (🥈29 · ⭐ 15K) - Distributed streaming platform that is used to build real time streaming data.. Apache-2

GitHub (👨‍💻 780 · 🔀 7.7K · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/kafka
```
PyPi (📥 260K / month · 📦 350 · ⏱️ 07.10.2017):
```
pip install kafka
```
Dockerhub (📥 20M · ⭐ 100 · ⏱️ 24.01.2020):
```
docker pull bitnami/kafka
```

Maven (📦 52 · ⏱️ 22.11.2013):

<dependency>
	<groupId>org.apache.kafka</groupId>
	<artifactId>kafka</artifactId>
	<version>[VERSION]</version>
</dependency>

Hadoop (🥈29 · ⭐ 10K) - Framework that allows for the distributed processing of large data sets across.. Apache-2

GitHub (👨‍💻 420 · 🔀 6.2K · 📦 62 · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/hadoop
```

Maven (📦 12K · ⏱️ 02.08.2018):

<dependency>
	<groupId>org.apache.hadoop</groupId>
	<artifactId>hadoop-common</artifactId>
	<version>[VERSION]</version>
</dependency>

Heron (🥈23 · ⭐ 3.4K) - Apache Heron (Incubating) is a realtime, distributed, fault-tolerant stream.. Apache-2

GitHub (👨‍💻 130 · 🔀 600 · 📥 58K · 📋 940 - 40% open · ⏱️ 17.01.2020):
```
git clone https://github.com/apache/incubator-heron
```
Dockerhub (📥 160K · ⭐ 2 · ⏱️ 01.04.2018):
```
docker pull heron/heron
```

Hazelcast Jet (🥈23 · ⭐ 400) - Distributed stream and batch processing engine, built on top of Hazelcast. Apache-2

GitHub (👨‍💻 32 · 🔀 110 · 📥 13 · 📦 140 · 📋 530 - 14% open · ⏱️ 24.01.2020):
```
git clone https://github.com/hazelcast/hazelcast-jet
```
Dockerhub (📥 8.7K · ⭐ 2 · ⏱️ 24.01.2020):
```
docker pull hazelcast/hazelcast-jet
```

Maven (📦 12 · ⏱️ 14.06.2017):

<dependency>
	<groupId>com.hazelcast.jet</groupId>
	<artifactId>hazelcast-jet</artifactId>
	<version>[VERSION]</version>
</dependency>

Vespa (🥉22 · ⭐ 3.1K) - Vespa is an engine for low-latency computation over large data sets. Apache-2

GitHub (👨‍💻 86 · 🔀 360 · 📦 1 · 📋 310 - 28% open · ⏱️ 24.01.2020):
```
git clone https://github.com/vespa-engine/vespa
```
Dockerhub (📥 510K · ⭐ 5 · ⏱️ 24.01.2020):
```
docker pull vespaengine/vespa
```

Flume (🥉22 · ⭐ 1.9K) - Service for efficiently collecting, aggregating, and moving large amounts of log.. Apache-2

GitHub (👨‍💻 68 · 🔀 1.3K · 📦 120 · ⏱️ 13.01.2020):
```
git clone https://github.com/apache/flume
```

Maven (📦 1.4K · ⏱️ 15.09.2017):

<dependency>
	<groupId>org.apache.flume</groupId>
	<artifactId>flume-ng-sdk</artifactId>
	<version>[VERSION]</version>
</dependency>

Gearpump (🥉19 · ⭐ 730) - Lightweight real-time big data streaming engine over Akka. Apache-2

GitHub (👨‍💻 39 · 🔀 150 · 📥 3.7K · 📋 1.1K - 7% open · ⏱️ 01.12.2019):
```
git clone https://github.com/gearpump/gearpump
```

Maven:

<dependency>
	<groupId>io.github.gearpump</groupId>
	<artifactId>gearpump-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Brooklin (🥉19 · ⭐ 520) - An extensible distributed system for reliable nearline data streaming at scale. BSD-2

GitHub (👨‍💻 35 · 🔀 64 · 📥 850 · 📋 19 - 42% open · ⏱️ 22.11.2019):
```
git clone https://github.com/linkedin/brooklin
```

Maven:

<dependency>
	<groupId>com.github.datastream</groupId>
	<artifactId>datastream-client</artifactId>
	<version>[VERSION]</version>
</dependency>

Wallaroo (🥉18 · ⭐ 1.4K) - Distributed Stream Processing. Apache-2

GitHub (👨‍💻 34 · 🔀 59 · 📋 1.8K - 19% open · ⏱️ 21.01.2020):
```
git clone https://github.com/WallarooLabs/wallaroo
```

kapacitor (🥉17 · ⭐ 1.9K) - Open source framework for processing, monitoring, and alerting on time series data. MIT

GitHub (👨‍💻 90 · 🔀 410 · 📋 1.6K - 42% open · ⏱️ 21.01.2020):
```
git clone https://github.com/influxdata/kapacitor
```

Samza (🥉17 · ⭐ 610) - Near-realtime, asynchronous computational framework for stream processing. Apache-2

GitHub (👨‍💻 170 · 🔀 250 · ⏱️ 23.01.2020):
```
git clone https://github.com/apache/samza
```

Maven:

<dependency>
	<groupId>org.apache.samza</groupId>
	<artifactId>samza-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Show 1 hidden projects...

Onyx (🥉15 · ⭐ 1.9K) - Distributed, masterless, high performance, fault tolerant data processing. ❗️EPL-1.0

GitHub (👨‍💻 62 · 🔀 200 · 📋 590 - 13% open · ⏱️ 31.08.2019):
```
git clone https://github.com/onyx-platform/onyx
```

Data Labeling & Annotation

Tools to label and annotate any type of data (e.g. images, text, videos, and audio).

LabelImg (🥇26 · ⭐ 9.6K) - LabelImg is a graphical image annotation tool and label object bounding boxes in.. MIT

GitHub (👨‍💻 66 · 🔀 3.3K · 📦 53 · 📋 430 - 40% open · ⏱️ 10.01.2020):
```
git clone https://github.com/tzutalin/labelImg
```
PyPi (📥 4.7K / month · 📦 9 · ⏱️ 26.05.2019):
```
pip install labelImg
```

Labelme (🥇26 · ⭐ 4K) - Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point.. ❗️GPL-3.0

GitHub (👨‍💻 38 · 🔀 1.3K · 📥 7K · 📦 47 · 📋 340 - 16% open · ⏱️ 23.01.2020):
```
git clone https://github.com/wkentaro/labelme
```
PyPi (📥 8.3K / month · 📦 8 · ⏱️ 14.01.2020):
```
pip install labelme
```
Dockerhub (📥 1.1K · ⭐ 2 · ⏱️ 23.01.2020):
```
docker pull wkentaro/labelme
```

doccano (🥈24 · ⭐ 2.3K) - Open source text annotation tool for machine learning practitioner. MIT

GitHub (👨‍💻 37 · 🔀 480 · 📋 340 - 16% open · ⏱️ 10.01.2020):
```
git clone https://github.com/chakki-works/doccano
```
Dockerhub (📥 390K · ⭐ 8 · ⏱️ 29.11.2019):
```
docker pull chakkiworks/doccano
```

VoTT (🥈20 · ⭐ 2.1K) - Visual Object Tagging Tool: An electron app for building end to end Object Detection.. MIT

GitHub (👨‍💻 13 · 🔀 450 · 📥 45K · 📋 390 - 42% open · ⏱️ 04.10.2019):
```
git clone https://github.com/Microsoft/VoTT
```

CVAT (🥈19 · ⭐ 3.1K) - Powerful and efficient Computer Vision Annotation Tool (CVAT). MIT

GitHub (👨‍💻 53 · 🔀 710 · 📋 560 - 26% open · ⏱️ 24.01.2020):
```
git clone https://github.com/opencv/cvat
```

Label Studio (🥈19 · ⭐ 2.2K) - Label Studio is a multi-type data labeling and annotation tool with.. Apache-2

GitHub (👨‍💻 12 · 🔀 130 · 📥 3 · 📦 1 · 📋 60 - 33% open · ⏱️ 23.01.2020):
```
git clone https://github.com/heartexlabs/label-studio
```
PyPi (📥 630 / month · ⏱️ 23.01.2020):
```
pip install label-studio
```
NPM (📥 250 / month · ⏱️ 10.01.2020):
```
npm install label-studio
```
Dockerhub (📥 300 · ⏱️ 23.01.2020):
```
docker pull heartexlabs/label-studio
```

PixelAnnotationTool (🥉17 · ⭐ 670) - Annotate quickly images. ❗️LGPL-3.0

GitHub (👨‍💻 7 · 🔀 170 · 📥 11K · 📋 42 - 38% open · ⏱️ 07.01.2020):
```
git clone https://github.com/abreheret/PixelAnnotationTool
```

Semantic Segmentation Editor (🥉17 · ⭐ 520) - Web labeling tool for camera and LIDAR data. MIT

GitHub (👨‍💻 4 · 🔀 160 · 📋 71 - 21% open · ⏱️ 04.01.2020):

git clone https://github.com/Hitachi-Automotive-And-Industry-Lab/semantic-segmentation-editor

Dockerhub (📥 850 · ⭐ 6 · ⏱️ 30.07.2018):

docker pull hitachiail/semantic-segmentation-editor

Labelbox (🥉15 · ⭐ 1.3K) - Labelbox is the fastest way to annotate data to build and ship computer vision.. Apache-2

GitHub (👨‍💻 15 · 🔀 190 · ⏱️ 26.11.2019):
```
git clone https://github.com/Labelbox/Labelbox
```

LOST (🥉15 · ⭐ 280) - Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a.. MIT

GitHub (👨‍💻 5 · 🔀 39 · 📋 50 - 40% open · ⏱️ 17.10.2019):
```
git clone https://github.com/l3p-cv/lost
```
Dockerhub (📥 550 · ⏱️ 17.10.2019):
```
docker pull l3pcv/lost
```

ImgLab (🥉14 · ⭐ 570) - To speedup and simplify image labeling/ annotation process with multiple supported.. MIT

GitHub (👨‍💻 29 · 🔀 310 · 📋 100 - 28% open · ⏱️ 19.10.2019):
```
git clone https://github.com/NaturalIntelligence/imglab
```

OpenLabeling (🥉14 · ⭐ 520) - Label images and video for Computer Vision applications. Apache-2

GitHub (👨‍💻 14 · 🔀 140 · 📋 34 - 26% open · ⏱️ 16.01.2020):
```
git clone https://github.com/Cartucho/OpenLabeling
```

makesense.ai (🥉13 · ⭐ 930) - Free to use online tool for labelling photos. https://makesense.ai. ❗️GPL-3.0

GitHub (👨‍💻 8 · 🔀 100 · 📋 30 - 50% open · ⏱️ 08.01.2020):
```
git clone https://github.com/SkalskiP/make-sense
```

Show 2 hidden projects...

jupyter-innotater (🥉12 · ⭐ 44) - Inline data annotator for Jupyter notebooks. MIT

GitHub (👨‍💻 1 · 🔀 4 · 📋 10 - 40% open · ⏱️ 06.01.2020):
```
git clone https://github.com/ideonate/jupyter-innotater
```
PyPi (📥 69 / month · ⏱️ 29.07.2019):
```
pip install jupyter_innotater
```

superintendent (🥉9 · ⭐ 85) - Practical active learning in python. ❗️Unlicensed

GitHub (👨‍💻 6 · 🔀 9 · 📦 3 · 📋 15 - 26% open · ⏱️ 24.01.2020):
```
git clone https://github.com/janfreyberg/superintendent
```

Data Visualization & Exploration

GUI tools to visualize, explore, and analyze data.

Grafana (🥇33 · ⭐ 34K) - The tool for beautiful monitoring and metric analytics & dashboards for.. Apache-2

GitHub (👨‍💻 1.2K · 🔀 6.4K · 📦 7 · 📋 15K - 16% open · ⏱️ 24.01.2020):
```
git clone https://github.com/grafana/grafana
```
Dockerhub (📥 720M · ⭐ 1.3K · ⏱️ 24.01.2020):
```
docker pull grafana/grafana
```

Kibana (🥇31 · ⭐ 15K) - Your window into the Elastic Stack. Apache-2

GitHub (👨‍💻 520 · 🔀 5.4K · 📦 5 · 📋 22K - 27% open · ⏱️ 24.01.2020):
```
git clone https://github.com/elastic/kibana
```
Dockerhub (📥 76M · ⭐ 1.7K · ⏱️ 23.01.2020):
```
docker pull kibana
```

Orange (🥈27 · ⭐ 2.1K) - Orange: Interactive data analysis https://orange.biolab.si. ❗️GPL-3.0

GitHub (👨‍💻 99 · 🔀 580 · 📥 140 · 📦 250 · 📋 1.4K - 5% open · ⏱️ 24.01.2020):
```
git clone https://github.com/biolab/orange3
```
PyPi (📥 4.8K / month · 📦 110 · ⏱️ 20.12.2019):
```
pip install orange3
```
Conda (⏱️ 16.10.2019):
```
conda install -c anaconda orange3
```

Gephi (🥈25 · ⭐ 3.6K) - Gephi - The Open Graph Viz Platform. ❗️GPL-3.0

GitHub (👨‍💻 81 · 🔀 1.3K · 📥 1.8M · 📦 20 · 📋 2K - 23% open · ⏱️ 13.01.2020):
```
git clone https://github.com/gephi/gephi
```

Maven (📦 12 · ⏱️ 14.02.2016):

<dependency>
	<groupId>org.gephi</groupId>
	<artifactId>project-api</artifactId>
	<version>[VERSION]</version>
</dependency>

CARTO (🥈25 · ⭐ 2.3K) - Location Intelligence & Data Visualization tool. BSD-3

GitHub (👨‍💻 180 · 🔀 620 · 📋 8.5K - 1% open · ⏱️ 24.01.2020):
```
git clone https://github.com/CartoDB/cartodb
```
Dockerhub (📥 31K · ⭐ 37 · ⏱️ 07.11.2019):
```
docker pull sverhoeven/cartodb
```

SandDance (🥉21 · ⭐ 4K) - Visually explore, understand, and present your data. MIT

GitHub (👨‍💻 8 · 🔀 260 · 📋 90 - 51% open · ⏱️ 22.01.2020):
```
git clone https://github.com/microsoft/SandDance
```
NPM (📥 390 / month · 📦 6 · ⏱️ 09.01.2020):
```
npm install @msrvida/sanddance
```

Facette (🥉19 · ⭐ 1.1K) - Time series data visualization software. BSD-3

GitHub (👨‍💻 30 · 🔀 76 · 📥 5.9K · 📋 350 - 10% open · ⏱️ 20.11.2019):
```
git clone https://github.com/facette/facette
```

Voyager 2 (🥉19 · ⭐ 920 · 💤) - Visualization Tool for Data Exploration. BSD-3

GitHub (👨‍💻 16 · 🔀 110 · 📦 24 · 📋 450 - 18% open · ⏱️ 18.05.2019):
```
git clone https://github.com/vega/voyager
```
NPM (📥 250 / month · 📦 12 · ⏱️ 06.07.2018):
```
npm install datavoyager
```

ParaView (🥉19 · ⭐ 580) - VTK-based Data Analysis and Visualization Application. BSD-3

GitHub (👨‍💻 270 · 🔀 260 · ⏱️ 24.01.2020):
```
git clone https://github.com/Kitware/ParaView
```

Datawrapper (🥉18 · ⭐ 1K) - An open source data visualization platform helping everyone to create simple,.. MIT

GitHub (👨‍💻 47 · 🔀 240 · ⏱️ 23.01.2020):
```
git clone https://github.com/datawrapper/datawrapper
```

Falcon (🥉17 · ⭐ 410) - Brushing and linking for big data. BSD-3

GitHub (👨‍💻 5 · 🔀 23 · 📋 98 - 9% open · ⏱️ 24.01.2020):
```
git clone https://github.com/uwdata/falcon
```
NPM (📥 82 / month · ⏱️ 29.08.2019):
```
npm install falcon-vis
```

Banana (🥉16 · ⭐ 640) - Banana for Solr - A Port of Kibana. Apache-2

GitHub (👨‍💻 44 · 🔀 220 · 📋 150 - 67% open · ⏱️ 13.11.2019):
```
git clone https://github.com/LucidWorks/banana
```

Papaya (🥉15 · ⭐ 340 · 💤) - A pure JavaScript medical research image viewer. BSD-3

GitHub (👨‍💻 10 · 🔀 130 · 📋 170 - 20% open · ⏱️ 05.05.2019):
```
git clone https://github.com/rii-mango/Papaya
```
NPM (📥 190 / month · ⏱️ 05.05.2019):
```
npm install papaya-viewer
```

Dex (🥉13 · ⭐ 1.2K · 💤) - Dex : The Data Explorer -- A data visualization tool written in.. Apache-2

GitHub (👨‍💻 1 · 🔀 300 · 📋 13 - 23% open · ⏱️ 12.02.2019):
```
git clone https://github.com/PatMartin/Dex
```

Show 3 hidden projects...

Visdom (🥈26 · ⭐ 7K) - A flexible tool for creating, organizing, and sharing visualizations of.. ❗️CC-BY-NC-4.0

GitHub (👨‍💻 95 · 🔀 840 · 📦 1.7K · 📋 450 - 12% open · ⏱️ 12.12.2019):
```
git clone https://github.com/facebookresearch/visdom
```
PyPi (📥 26K / month · 📦 410 · ⏱️ 12.09.2019):
```
pip install visdom
```

Chronograf (🥈26 · ⭐ 1.2K) - Open source monitoring and visualization UI for the TICK stack. ❗️AGPL-3.0

GitHub (👨‍💻 79 · 🔀 200 · 📋 3.1K - 1% open · ⏱️ 23.01.2020):
```
git clone https://github.com/influxdata/chronograf
```
Dockerhub (📥 71M · ⭐ 190 · ⏱️ 24.01.2020):
```
docker pull chronograf
```

Bumblebee (🥉11 · ⭐ 47) - An agnostic data profiling GUI to make your data science tasks easier. Apache-2

GitHub (👨‍💻 5 · 🔀 6 · 📦 2 · 📋 11 - 54% open · ⏱️ 21.01.2020):
```
git clone https://github.com/ironmussa/bumblebee
```
Dockerhub (📥 10 · ⏱️ 10.12.2019):
```
docker pull ironmussa/bumblebee
```

Model Visualization

Tools to visualize, explore, and understand neural networks and other machine learning models.

Netron (🥇23 · ⭐ 7.8K) - Visualizer for neural network, deep learning and machine learning models. MIT

GitHub (👨‍💻 2 · 🔀 950 · 📥 41K · 📋 380 - 2% open · ⏱️ 24.01.2020):
```
git clone https://github.com/lutzroeder/netron
```
PyPi (📥 1.6K / month · 📦 4 · ⏱️ 21.01.2020):
```
pip install netron
```

TensorSpace.js (🥈19 · ⭐ 4.1K · 💤) - Neural network 3D visualization framework, build interactive and.. Apache-2

GitHub (👨‍💻 10 · 🔀 360 · 📦 10 · 📋 200 - 12% open · ⏱️ 21.04.2019):
```
git clone https://github.com/tensorspace-team/tensorspace
```
NPM (📥 140 / month · 📦 1 · ⏱️ 02.04.2019):
```
npm install tensorspace
```

Netwulf (🥈18 · ⭐ 180) - Interactive visualization of networks based on Ulf Aslak's d3 web app. MIT

GitHub (👨‍💻 5 · 🔀 16 · 📦 6 · 📋 32 - 25% open · ⏱️ 17.01.2020):
```
git clone https://github.com/benmaier/netwulf
```
PyPi (📥 190 / month · ⏱️ 09.09.2019):
```
pip install netwulf
```

PlotNeuralNet (🥉16 · ⭐ 7.5K) - Latex code for making neural networks diagrams. MIT

GitHub (👨‍💻 9 · 🔀 1K · 📋 78 - 53% open · ⏱️ 17.01.2020):
```
git clone https://github.com/HarisIqbal88/PlotNeuralNet
```

BertViz (🥉15 · ⭐ 1.3K) - Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert,.. Apache-2

GitHub (👨‍💻 3 · 🔀 230 · 📋 30 - 43% open · ⏱️ 02.12.2019):
```
git clone https://github.com/jessevig/bertviz
```

GANDissect (🥉13 · ⭐ 1.5K · 💤) - Pytorch-based tools for visualizing and understanding the neurons of a GAN... MIT

GitHub (👨‍💻 3 · 🔀 220 · 📋 13 - 46% open · ⏱️ 11.03.2019):
```
git clone https://github.com/CSAILVision/gandissect
```

exBERT (🥉10 · ⭐ 190 · 🐣) - A Visual Analysis Tool to Explore Learned Representations in Transformers.. Apache-2

GitHub (👨‍💻 3 · 🔀 21 · 📋 4 - 75% open · ⏱️ 15.10.2019):
```
git clone https://github.com/bhoov/exbert
```

Show 1 hidden projects...

Fabrik (🥉14 · ⭐ 1K · 💀) - Collaboratively build, visualize, and design neural nets in browser. ❗️GPL-3.0

GitHub (👨‍💻 45 · 🔀 240 · 📋 130 - 30% open · ⏱️ 12.12.2018):
```
git clone https://github.com/Cloud-CV/Fabrik
```

Model Deployment

Tools and platforms to deploy, run, and serve machine learning models.

TensorFlow.js (🥇31 · ⭐ 13K) - A WebGL accelerated JavaScript library for training and deploying ML models. Apache-2

GitHub (👨‍💻 220 · 🔀 1K · 📥 12 · 📦 6.3K · 📋 1.9K - 25% open · ⏱️ 24.01.2020):
```
git clone https://github.com/tensorflow/tfjs
```
NPM (📥 52K / month · 📦 1.3K · ⏱️ 20.12.2019):
```
npm install @tensorflow/tfjs
```

TensorFlow Serving (🥇30 · ⭐ 4.2K) - A flexible, high-performance serving system for machine learning.. Apache-2

GitHub (👨‍💻 150 · 🔀 1.6K · 📋 1.1K - 5% open · ⏱️ 24.01.2020):
```
git clone https://github.com/tensorflow/serving
```
PyPi (📥 1.7M / month · 📦 86 · ⏱️ 14.01.2020):
```
pip install tensorflow-serving-api
```
Dockerhub (📥 9.9M · ⭐ 73 · ⏱️ 24.01.2020):
```
docker pull tensorflow/serving
```

ONNX Runtime (🥇28 · ⭐ 1.7K) - ONNX Runtime: cross-platform, high performance scoring engine for ML models. MIT

GitHub (👨‍💻 130 · 🔀 360 · 📥 6.4K · 📦 150 · 📋 710 - 20% open · ⏱️ 24.01.2020):
```
git clone https://github.com/microsoft/onnxruntime
```
PyPi (📥 65K / month · 📦 33 · ⏱️ 23.01.2020):
```
pip install onnxruntime
```
Dockerhub (📥 1K · ⭐ 7 · ⏱️ 20.12.2019):
```
docker pull onnx/onnx-ecosystem
```

Seldon (🥈27 · ⭐ 1.4K) - Machine Learning Deployment for Kubernetes. Apache-2

GitHub (👨‍💻 73 · 🔀 280 · 📋 700 - 13% open · ⏱️ 24.01.2020):
```
git clone https://github.com/SeldonIO/seldon-core
```
PyPi (📥 4.7K / month · 📦 13 · ⏱️ 15.01.2020):
```
pip install seldon-core
```

Dockerhub (📥 1.8M · ⏱️ 24.01.2020):

docker pull seldonio/seldon-core-operator

plaidML (🥈26 · ⭐ 2.8K) - PlaidML is a framework for making deep learning work everywhere. Apache-2

GitHub (👨‍💻 39 · 🔀 270 · 📥 240 · 📋 350 - 35% open · ⏱️ 24.01.2020):
```
git clone https://github.com/plaidml/plaidml
```
PyPi (📥 36K / month · 📦 22 · ⏱️ 17.01.2020):
```
pip install plaidml-keras
```

MLeap (🥈25 · ⭐ 1K) - MLeap: Deploy Spark Pipelines to Production. Apache-2

GitHub (👨‍💻 58 · 🔀 240 · 📦 62 · 📋 350 - 26% open · ⏱️ 23.01.2020):
```
git clone https://github.com/combust/mleap
```
PyPi (📥 270K / month · 📦 15 · ⏱️ 09.10.2017):
```
pip install mleap
```
Dockerhub (📥 15K · ⭐ 5 · ⏱️ 23.01.2020):
```
docker pull combustml/mleap-serving
```

Maven (⏱️ 10.09.2018):

<dependency>
	<groupId>ml.combust.mleap</groupId>
	<artifactId>mleap-base_2.11</artifactId>
	<version>[VERSION]</version>
</dependency>

MXNet Model Server (🥈22 · ⭐ 580) - Multi Model Server is a tool for serving neural net models for.. Apache-2

GitHub (👨‍💻 54 · 🔀 160 · 📋 330 - 7% open · ⏱️ 08.01.2020):
```
git clone https://github.com/awslabs/mxnet-model-server
```
PyPi (📥 3.5K / month · 📦 2 · ⏱️ 14.11.2019):
```
pip install mxnet-model-server
```

Dockerhub (📥 33K · ⭐ 4 · ⏱️ 04.12.2019):

docker pull awsdeeplearningteam/mxnet-model-server

KFServing (🥈22 · ⭐ 300) - Serverless Inferencing on Kubernetes. Apache-2

GitHub (👨‍💻 34 · 🔀 100 · 📥 37 · 📦 9 · 📋 270 - 36% open · ⏱️ 24.01.2020):
```
git clone https://github.com/kubeflow/kfserving
```
PyPi (📥 1.5K / month · 📦 6 · ⏱️ 27.11.2019):
```
pip install kfserving
```

DeepDetect (🥈21 · ⭐ 2K) - Deep Learning API and Server in C++11 support for Caffe, Caffe2,.. ❗️GPL-3.0

GitHub (👨‍💻 25 · 🔀 490 · 📋 370 - 19% open · ⏱️ 24.01.2020):
```
git clone https://github.com/jolibrain/deepdetect
```
Dockerhub (📥 28K · ⏱️ 23.01.2020):
```
docker pull jolibrain/deepdetect_cpu
```

PipelineAI (🥉20 · ⭐ 3.9K) - PipelineAI Kubeflow Distribution. Apache-2

GitHub (👨‍💻 13 · 🔀 950 · 📋 250 - 0% open · ⏱️ 12.01.2020):
```
git clone https://github.com/PipelineAI/pipeline
```
PyPi (📥 2.4K / month · ⏱️ 17.05.2019):
```
pip install cli-pipeline
```

OpenPAI (🥉20 · ⭐ 1.6K) - Resource scheduling and cluster management for AI. MIT

GitHub (👨‍💻 81 · 🔀 360 · 📋 1.4K - 10% open · ⏱️ 21.01.2020):
```
git clone https://github.com/Microsoft/pai
```
PyPi (📥 140 / month · ⏱️ 22.07.2019):
```
pip install paicli
```

TensorRT Inference Server (🥉20 · ⭐ 960) - The TensorRT Inference Server provides a cloud inferencing.. BSD-3

GitHub (👨‍💻 23 · 🔀 190 · 📥 12K · 📋 320 - 6% open · ⏱️ 24.01.2020):
```
git clone https://github.com/NVIDIA/tensorrt-inference-server
```

BentoML (🥉20 · ⭐ 770) - Model Serving made easy. Apache-2

GitHub (👨‍💻 13 · 🔀 88 · 📥 96 · 📦 7 · 📋 68 - 7% open · ⏱️ 23.01.2020):
```
git clone https://github.com/bentoml/bentoml
```
PyPi (📥 1K / month · 📦 4 · ⏱️ 23.01.2020):
```
pip install bentoml
```
Dockerhub:
```
docker pull bentoml/bento_api_server
```

Clipper (🥉19 · ⭐ 1.1K) - A low-latency prediction-serving system. Apache-2

GitHub (👨‍💻 36 · 🔀 240 · 📋 370 - 28% open · ⏱️ 09.07.2019):
```
git clone https://github.com/ucbrise/clipper
```
PyPi (📥 340 / month · ⏱️ 07.06.2019):
```
pip install clipper-admin
```
Dockerhub (📥 1.2M · ⏱️ 23.01.2020):
```
docker pull clipper/management_frontend
```

ONNX.js (🥉19 · ⭐ 980 · 💤) - ONNX.js: run ONNX models using JavaScript. MIT

GitHub (👨‍💻 10 · 🔀 68 · 📦 53 · 📋 57 - 40% open · ⏱️ 01.06.2019):
```
git clone https://github.com/microsoft/onnxjs
```
NPM (📥 380 / month · 📦 10 · ⏱️ 01.06.2019):
```
npm install onnxjs
```

Simple TensorFlow Serving (🥉19 · ⭐ 640) - Generic and easy-to-use serving service for machine learning.. Apache-2

GitHub (👨‍💻 8 · 🔀 160 · 📋 65 - 49% open · ⏱️ 11.11.2019):
```
git clone https://github.com/tobegit3hub/simple_tensorflow_serving
```
PyPi (📥 120 / month · ⏱️ 23.09.2019):
```
pip install simple_tensorflow_serving
```

Dockerhub (📥 3.7K · ⭐ 1 · ⏱️ 11.11.2019):

docker pull tobegit3hub/simple_tensorflow_serving

Hydrosphere Serving (🥉19 · ⭐ 190) - Machine Learning Serving cluster. Apache-2

GitHub (👨‍💻 18 · 🔀 31 · 📥 5.9K · 📋 120 - 18% open · ⏱️ 17.01.2020):
```
git clone https://github.com/Hydrospheredata/hydro-serving
```
PyPi (📥 150 / month · ⏱️ 12.11.2019):
```
pip install hs
```
Dockerhub (📥 190K · ⏱️ 13.01.2020):
```
docker pull hydrosphere/serving-manager
```

Cortex (🥉18 · ⭐ 2.8K) - Deploy machine learning models in production. Apache-2

GitHub (👨‍💻 10 · 🔀 190 · 📋 400 - 21% open · ⏱️ 23.01.2020):
```
git clone https://github.com/cortexlabs/cortex
```

OpenVINO DLDT (🥉14 · ⭐ 1K) - OpenVINO Toolkit - Deep Learning Deployment Toolkit repository. Apache-2

GitHub (👨‍💻 7 · 🔀 330 · 📥 140 · 📋 320 - 67% open · ⏱️ 15.11.2019):
```
git clone https://github.com/opencv/dldt
```

Show 3 hidden projects...

RedisAI (🥉15 · ⭐ 300) - A Redis module for serving tensors and executing deep learning graphs. ❗️RSAL

GitHub (👨‍💻 15 · 🔀 31 · 📋 120 - 28% open · ⏱️ 24.01.2020):
```
git clone https://github.com/RedisAI/RedisAI
```
Dockerhub (📥 14K · ⏱️ 24.01.2020):
```
docker pull redisai/redisai
```

GraphPipe (🥉14 · ⭐ 690 · 💀) - Machine Learning Model Deployment Made Simple. ❗️UPL-1.0

GitHub (👨‍💻 4 · 🔀 96 · 📋 13 - 92% open · ⏱️ 16.10.2018):
```
git clone https://github.com/oracle/graphpipe
```
PyPi (📥 180 / month · 📦 2 · ⏱️ 15.08.2018):
```
pip install graphpipe
```

Dockerhub (📥 1K · ⏱️ 02.11.2018):

docker pull sleepsonthefloor/graphpipe-tf

Openscoring (🥉13 · ⭐ 490 · 💤) - REST web service for the true real-time scoring (1 ms) of R, Scikit-.. ❗️AGPL-3.0

GitHub (👨‍💻 1 · 🔀 140 · 📥 1.5K · 📋 50 - 12% open · ⏱️ 19.06.2019):
```
git clone https://github.com/openscoring/openscoring
```

Maven (⏱️ 12.01.2019):

<dependency>
	<groupId>org.openscoring</groupId>
	<artifactId>openscoring</artifactId>
	<version>[VERSION]</version>
</dependency>

ML Applications & Services

Task-specific machine learning applications and services.

bert-as-service (🥇27 · ⭐ 6.6K) - Mapping a variable-length sentence to a fixed-length vector using BERT model. MIT

GitHub (👨‍💻 38 · 🔀 1.3K · 📋 390 - 44% open · ⏱️ 21.01.2020):
```
git clone https://github.com/hanxiao/bert-as-service
```
PyPi (📥 10K / month · 📦 10 · ⏱️ 20.12.2019):
```
pip install bert-serving-server
```

OCRmyPDF (🥇24 · ⭐ 2.2K) - OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be.. ❗️GPL-3.0

GitHub (👨‍💻 28 · 🔀 270 · 📦 25 · 📋 440 - 12% open · ⏱️ 18.01.2020):
```
git clone https://github.com/jbarlow83/OCRmyPDF
```
PyPi (📥 6.9K / month · 📦 12 · ⏱️ 19.01.2020):
```
pip install ocrmypdf
```

GNES (🥈23 · ⭐ 1K · 🐣) - GNES is Generic Neural Elastic Search, a cloud-native semantic search system.. Apache-2

GitHub (👨‍💻 11 · 🔀 180 · 📦 2 · 📋 23 - 69% open · ⏱️ 24.10.2019):
```
git clone https://github.com/gnes-ai/gnes
```
PyPi (📥 250 / month · 📦 1 · ⏱️ 06.11.2019):
```
pip install gnes
```
Dockerhub (📥 94K · ⏱️ 12.11.2019):
```
docker pull gnes/gnes
```

face-api.js (🥈22 · ⭐ 880) - Context aware, pluggable and customizable data protection and anonymization.. MIT

GitHub (👨‍💻 18 · 🔀 75 · 📋 54 - 31% open · ⏱️ 19.01.2020):
```
git clone https://github.com/microsoft/presidio
```
NPM (📥 14K / month · 📦 160 · ⏱️ 15.12.2019):
```
npm install face-api.js
```

Hastic (🥈18 · ⭐ 180) - Server for managing data for analytics. Apache-2

GitHub (👨‍💻 5 · 🔀 8 · 📥 410 · 📋 490 - 36% open · ⏱️ 27.12.2019):
```
git clone https://github.com/hastic/hastic-server
```
Dockerhub (📥 41K · ⏱️ 07.11.2019):
```
docker pull hastic/server
```

Real-Time-Voice-Cloning (🥈17 · ⭐ 15K) - Clone a voice in 5 seconds to generate arbitrary speech in real-time. MIT

GitHub (👨‍💻 9 · 🔀 2.6K · 📋 230 - 41% open · ⏱️ 13.11.2019):
```
git clone https://github.com/CorentinJ/Real-Time-Voice-Cloning
```

DeOldify (🥈17 · ⭐ 8.9K) - A Deep Learning based project for colorizing and restoring old images (and video!). MIT

GitHub (👨‍💻 23 · 🔀 960 · 📋 130 - 11% open · ⏱️ 21.01.2020):
```
git clone https://github.com/jantic/DeOldify
```

DeepFaceLab (🥉16 · ⭐ 12K) - DeepFaceLab is a tool that utilizes machine learning to replace faces in.. ❗️GPL-3.0

GitHub (👨‍💻 17 · 🔀 2.7K · 📋 490 - 35% open · ⏱️ 24.01.2020):
```
git clone https://github.com/iperov/DeepFaceLab
```

Automatic-Speech-Recognition (🥉15 · ⭐ 2.6K) - End-to-end Automatic Speech Recognition for Madarian and.. MIT

GitHub (👨‍💻 9 · 🔀 510 · 📋 86 - 77% open · ⏱️ 17.10.2019):
```
git clone https://github.com/zzw922cn/Automatic_Speech_Recognition
```

Presidio (🥉15 · ⭐ 880) - Context aware, pluggable and customizable data protection and anonymization service.. MIT

GitHub (👨‍💻 18 · 🔀 75 · 📋 54 - 31% open · ⏱️ 19.01.2020):
```
git clone https://github.com/microsoft/presidio
```

Dockerhub:

docker pull mcr.microsoft.com/presidio-api

neural-style (🥉13 · ⭐ 5K) - Neural style in TensorFlow!. ❗️GPL-3.0

GitHub (👨‍💻 17 · 🔀 1.4K · 📋 120 - 4% open · ⏱️ 06.10.2019):
```
git clone https://github.com/anishathalye/neural-style
```

Deep Colorization (🥉13 · ⭐ 2.1K) - Deep learning software for colorizing black and white images with a few.. MIT

GitHub (👨‍💻 7 · 🔀 340 · 📋 63 - 31% open · ⏱️ 03.10.2019):
```
git clone https://github.com/junyanz/interactive-deep-colorization
```

Show 3 hidden projects...

FastPhotoStyle (🥉13 · ⭐ 10K · 💤) - Style transfer, deep learning, feature transform. ❗️CC-BY-4.0

GitHub (👨‍💻 5 · 🔀 1K · 📋 78 - 55% open · ⏱️ 27.02.2019):
```
git clone https://github.com/NVIDIA/FastPhotoStyle
```

AlphaPose (🥉12 · ⭐ 3.5K) - Real-Time and Accurate Multi-Person Pose Estimation&Tracking System. ❗️Unlicensed

GitHub (👨‍💻 4 · 🔀 950 · 📋 490 - 13% open · ⏱️ 14.01.2020):
```
git clone https://github.com/MVIG-SJTU/AlphaPose
```

BERTsearch (🥉7 · ⭐ 340 · 🐣) - Elasticsearch with BERT for advanced document search. ❗️Unlicensed

GitHub (👨‍💻 2 · 🔀 58 · 📋 9 - 22% open · ⏱️ 14.11.2019):
```
git clone https://github.com/Hironsan/bertsearch
```

Performance Optimization & Accelerators

Compilers, accelerators, and libraries to improve compute performance and optimize machine learning models.

Cython (🥇36 · ⭐ 4.8K) - The most widely used Python to C compiler. Apache-2

GitHub (👨‍💻 370 · 🔀 950 · 📦 41K · 📋 2.1K - 36% open · ⏱️ 23.01.2020):
```
git clone https://github.com/cython/cython
```
PyPi (📥 3.6M / month · 📦 27K · ⏱️ 01.11.2019):
```
pip install Cython
```
Conda (⏱️ 20.11.2019):
```
conda install -c anaconda cython
```

Numba (🥈35 · ⭐ 4.9K) - NumPy aware dynamic Python compiler using LLVM. BSD-2

GitHub (👨‍💻 180 · 🔀 590 · 📦 14K · 📋 2.9K - 36% open · ⏱️ 22.01.2020):
```
git clone https://github.com/numba/numba
```
PyPi (📥 860K / month · 📦 4K · ⏱️ 03.01.2020):
```
pip install numba
```
Conda (⏱️ 17.01.2020):
```
conda install -c anaconda numba
```

CuPy (🥈30 · ⭐ 3.9K) - NumPy-like API accelerated with CUDA. MIT

GitHub (👨‍💻 220 · 🔀 330 · 📋 800 - 41% open · ⏱️ 24.01.2020):
```
git clone https://github.com/cupy/cupy
```
PyPi (📥 9.3K / month · 📦 190 · ⏱️ 22.01.2020):
```
pip install cupy
```
Dockerhub (📥 44K · ⭐ 5 · ⏱️ 24.01.2020):
```
docker pull cupy/cupy
```

mkl-dnn (🥈24 · ⭐ 1.8K) - Deep Neural Network Library (DNNL). Apache-2

GitHub (👨‍💻 110 · 🔀 430 · 📥 1.9M · 📋 550 - 4% open · ⏱️ 21.01.2020):
```
git clone https://github.com/intel/mkl-dnn
```
Conda (⏱️ 18.09.2019):
```
conda install -c anaconda mkl
```

TVM (🥉23 · ⭐ 4.9K) - Open deep learning compiler stack for cpu, gpu and specialized accelerators. Apache-2

GitHub (👨‍💻 320 · 🔀 1.3K · 📥 59 · 📋 1.3K - 10% open · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/incubator-tvm
```
Dockerhub (📥 1.7K · ⭐ 4 · ⏱️ 27.09.2019):
```
docker pull tvmai/demo-cpu
```

nGraph (🥉22 · ⭐ 1.2K) - nGraph - open source C++ library, compiler and runtime for Deep Learning. Apache-2

GitHub (👨‍💻 94 · 🔀 180 · 📦 1 · 📋 250 - 38% open · ⏱️ 24.01.2020):
```
git clone https://github.com/NervanaSystems/ngraph
```
PyPi (📥 300 / month · ⏱️ 09.11.2019):
```
pip install ngraph-core
```

OpenBLAS (🥉21 · ⭐ 3.1K) - OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version. BSD-3

GitHub (👨‍💻 160 · 🔀 860 · 📥 1.5K · 📋 1.4K - 10% open · ⏱️ 23.01.2020):
```
git clone https://github.com/xianyi/OpenBLAS
```
Conda (⏱️ 18.07.2019):
```
conda install -c anaconda openblas
```

Glow (🥉17 · ⭐ 1.9K) - Compiler for Neural Network hardware accelerators. Apache-2

GitHub (👨‍💻 130 · 🔀 340 · 📋 590 - 33% open · ⏱️ 24.01.2020):
```
git clone https://github.com/pytorch/glow
```

TensorRT (🥉16 · ⭐ 1.9K) - TensorRT is a C++ library for high performance inference on NVIDIA GPUs and.. Apache-2

GitHub (👨‍💻 8 · 🔀 370 · 📋 300 - 26% open · ⏱️ 23.01.2020):
```
git clone https://github.com/NVIDIA/TensorRT
```

PocketFlow (🥉14 · ⭐ 2.4K · 💤) - An Automatic Model Compression (AutoMC) framework for developing smaller.. BSD-3

GitHub (👨‍💻 11 · 🔀 450 · 📋 270 - 25% open · ⏱️ 28.05.2019):
```
git clone https://github.com/Tencent/PocketFlow
```

Data Storage

Dart Storage tools such as relational, document, graph, time-series, and key-value databases. For a more in-depth comparison, take a look at the DB Engines Ranking.

Elasticsearch (🥇40 · ⭐ 51K) - Open Source, Distributed, RESTful Search Engine. Apache-2

GitHub (👨‍💻 1.5K · 🔀 16K · 📋 23K - 10% open · ⏱️ 24.01.2020):
```
git clone https://github.com/elastic/elasticsearch
```
PyPi (📥 3.1M / month · 📦 11K · ⏱️ 19.01.2020):
```
pip install elasticsearch
```
NPM (📥 970K / month · 📦 8K · ⏱️ 15.01.2020):
```
npm install elasticsearch
```
Dockerhub (📥 350M · ⭐ 4.1K · ⏱️ 23.01.2020):
```
docker pull elasticsearch
```

Maven (📦 2.4K · ⏱️ 06.09.2019):

<dependency>
	<groupId>org.elasticsearch.client</groupId>
	<artifactId>transport</artifactId>
	<version>[VERSION]</version>
</dependency>

MongoDB (🥇38 · ⭐ 24K) - The MongoDB Database. ❗️SSPL

GitHub (👨‍💻 660 · 🔀 4.3K · ⏱️ 24.01.2020):
```
git clone https://github.com/mongodb/mongo
```
PyPi (📥 5.4M / month · 📦 36K · ⏱️ 08.01.2020):
```
pip install pymongo
```
NPM (📥 5.3M / month · 📦 230K · ⏱️ 17.01.2020):
```
npm install mongodb
```
Conda (⏱️ 02.11.2018):
```
conda install -c anaconda mongodb
```
Dockerhub (📥 1.5B · ⭐ 6.5K · ⏱️ 18.01.2020):
```
docker pull mongo
```

Maven (📦 210 · ⏱️ 17.01.2020):

<dependency>
	<groupId>org.mongodb</groupId>
	<artifactId>mongodb-driver-sync</artifactId>
	<version>[VERSION]</version>
</dependency>

PostgreSQL (🥇38 · ⭐ 15K) - Object-relational database that supports an extended subset of the SQL.. ❗️PostgreSQL

GitHub (👨‍💻 50 · 🔀 2.1K · ⏱️ 24.01.2020):
```
git clone https://github.com/postgres/postgres
```
PyPi (📥 5.9M / month · 📦 120K · ⏱️ 14.04.2019):
```
pip install psycopg2
```
NPM (📥 4.1M / month · 📦 91K · ⏱️ 10.01.2020):
```
npm install pg
```
Dockerhub (📥 2B · ⭐ 7.4K · ⏱️ 24.01.2020):
```
docker pull postgres
```

Maven (📦 52K · ⏱️ 15.03.2018):

<dependency>
	<groupId>org.postgresql</groupId>
	<artifactId>postgresql</artifactId>
	<version>[VERSION]</version>
</dependency>

Redis (🥇37 · ⭐ 49K) - Redis is an in-memory database that persists on disk. The data model is key-value,.. BSD-3

GitHub (👨‍💻 400 · 🔀 16K · 📋 4.8K - 52% open · ⏱️ 15.01.2020):
```
git clone https://github.com/antirez/redis
```
PyPi (📥 7.4M / month · 📦 49K · ⏱️ 13.10.2019):
```
pip install redis
```
NPM (📥 4.9M / month · 📦 93K · ⏱️ 08.08.2017):
```
npm install redis
```
Conda (⏱️ 24.01.2019):
```
conda install -c anaconda redis
```
Dockerhub (📥 1.7B · ⭐ 7.7K · ⏱️ 18.01.2020):
```
docker pull redis
```

Maven (📦 40K · ⏱️ 02.12.2018):

<dependency>
	<groupId>redis.clients</groupId>
	<artifactId>jedis</artifactId>
	<version>[VERSION]</version>
</dependency>

InfluxDB (🥇37 · ⭐ 19K) - Scalable datastore for metrics, events, and real-time analytics. MIT

GitHub (👨‍💻 480 · 🔀 2.5K · 📋 9.3K - 6% open · ⏱️ 24.01.2020):
```
git clone https://github.com/influxdata/influxdb
```
PyPi (📥 750K / month · 📦 1.9K · ⏱️ 26.08.2019):
```
pip install influxdb
```
NPM (📥 140K / month · 📦 970 · ⏱️ 13.11.2019):
```
npm install influx
```
Dockerhub (📥 400M · ⭐ 900 · ⏱️ 23.01.2020):
```
docker pull influxdb
```

Maven (📦 960 · ⏱️ 12.09.2018):

<dependency>
	<groupId>org.influxdb</groupId>
	<artifactId>influxdb-java</artifactId>
	<version>[VERSION]</version>
</dependency>

Prometheus (🥈35 · ⭐ 30K) - The Prometheus monitoring system and time series database. Apache-2

GitHub (👨‍💻 480 · 🔀 4.2K · 📥 12M · 📋 3.3K - 14% open · ⏱️ 22.01.2020):
```
git clone https://github.com/prometheus/prometheus
```
PyPi (📥 4.7M / month · 📦 1.2K · ⏱️ 20.06.2019):
```
pip install prometheus_client
```

Conda:

conda install -c conda-forge prometheus_client

Dockerhub (📥 510M · ⭐ 930 · ⏱️ 22.01.2020):
```
docker pull prom/prometheus
```

Maven (📦 1.1K · ⏱️ 30.07.2018):

<dependency>
	<groupId>io.prometheus</groupId>
	<artifactId>simpleclient</artifactId>
	<version>[VERSION]</version>
</dependency>

Solr (🥈35 · ⭐ 4K) - Apache Lucene and Solr open-source search software. Apache-2

GitHub (👨‍💻 240 · 🔀 2.2K · 📦 2.8K · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/lucene-solr
```
PyPi (📥 51K / month · 📦 2.3K · ⏱️ 03.10.2018):
```
pip install pysolr
```
NPM (📥 50K / month · 📦 840 · ⏱️ 19.05.2017):
```
npm install solr-client
```
Dockerhub (📥 60M · ⭐ 730 · ⏱️ 23.01.2020):
```
docker pull solr
```

Maven (📦 3K · ⏱️ 28.12.2019):

<dependency>
	<groupId>org.apache.solr</groupId>
	<artifactId>solr-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Minio (🥈34 · ⭐ 20K) - MinIO is a high performance object storage server compatible with Amazon S3 APIs. Apache-2

GitHub (👨‍💻 220 · 🔀 1.9K · 📋 3.8K - 2% open · ⏱️ 23.01.2020):
```
git clone https://github.com/minio/minio
```
PyPi (📥 120K / month · 📦 340 · ⏱️ 30.12.2019):
```
pip install minio
```
NPM (📥 72K / month · 📦 350 · ⏱️ 24.12.2019):
```
npm install minio
```
Conda:
```
conda install -c conda-forge minio
```
Dockerhub (📥 310M · ⭐ 290 · ⏱️ 24.01.2020):
```
docker pull minio/minio
```

Maven (📦 200 · ⏱️ 11.09.2019):

<dependency>
	<groupId>io.minio</groupId>
	<artifactId>minio</artifactId>
	<version>[VERSION]</version>
</dependency>

Neo4j (🥈34 · ⭐ 8.1K) - Graphs for Everyone. ❗️GPL-3.0

GitHub (👨‍💻 260 · 🔀 1.7K · 📦 560 · 📋 2.7K - 7% open · ⏱️ 22.01.2020):
```
git clone https://github.com/neo4j/neo4j
```
PyPi (📥 47K / month · 📦 62 · ⏱️ 11.11.2019):
```
pip install neo4j
```
NPM (📥 65K / month · 📦 980 · ⏱️ 16.12.2019):
```
npm install neo4j-driver
```
Dockerhub (📥 66M · ⭐ 750 · ⏱️ 23.01.2020):
```
docker pull neo4j
```

Maven (📦 3K · ⏱️ 17.10.2019):

<dependency>
	<groupId>org.neo4j</groupId>
	<artifactId>neo4j</artifactId>
	<version>[VERSION]</version>
</dependency>

Arrow (🥈34 · ⭐ 5K) - Apache Arrow is a cross-language development platform for in-memory data. It.. Apache-2

GitHub (👨‍💻 430 · 🔀 1.3K · 📦 5 · 📋 510 - 15% open · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/arrow
```
PyPi (📥 4.9M / month · 📦 800 · ⏱️ 01.11.2019):
```
pip install pyarrow
```
NPM (📥 7.7K / month · 📦 30 · ⏱️ 01.11.2019):
```
npm install apache-arrow
```
Conda:
```
conda install -c conda-forge pyarrow
```

Maven (📦 250 · ⏱️ 30.09.2019):

<dependency>
	<groupId>org.apache.arrow</groupId>
	<artifactId>arrow-vector</artifactId>
	<version>[VERSION]</version>
</dependency>

etcd (🥈33 · ⭐ 29K) - Distributed reliable key-value store for the most critical data of a distributed.. Apache-2

GitHub (👨‍💻 620 · 🔀 6K · 📥 22M · 📋 4.8K - 12% open · ⏱️ 23.01.2020):
```
git clone https://github.com/etcd-io/etcd
```
PyPi (📥 74K / month · 📦 56 · ⏱️ 07.12.2019):
```
pip install etcd3
```
NPM (📥 8.8K / month · 📦 34 · ⏱️ 03.07.2019):
```
npm install etcd3
```
Dockerhub (📥 4M · ⭐ 25 · ⏱️ 24.01.2020):
```
docker pull bitnami/etcd
```

Maven:

<dependency>
	<groupId>io.etcd</groupId>
	<artifactId>jetcd-core</artifactId>
	<version>[VERSION]</version>
</dependency>

LevelDB (🥈33 · ⭐ 20K) - LevelDB is a fast key-value storage library written at Google that provides an.. Apache-2

GitHub (👨‍💻 46 · 🔀 4.5K · 📋 590 - 21% open · ⏱️ 15.01.2020):
```
git clone https://github.com/google/leveldb
```
PyPi (📥 44K / month · 📦 630 · ⏱️ 22.01.2020):
```
pip install plyvel
```
NPM (📥 940K / month · 📦 15K · ⏱️ 04.10.2019):
```
npm install levelup
```

Hazelcast (🥈33 · ⭐ 3.6K) - Open Source In-Memory Data Grid. Apache-2

GitHub (👨‍💻 250 · 🔀 1.2K · 📦 9.5K · 📋 6.1K - 12% open · ⏱️ 24.01.2020):
```
git clone https://github.com/hazelcast/hazelcast
```
PyPi (📥 5.7K / month · 📦 1 · ⏱️ 15.07.2019):
```
pip install hazelcast-python-client
```
NPM (📥 1.7K / month · 📦 38 · ⏱️ 06.05.2019):
```
npm install hazelcast-client
```
Dockerhub (📥 6.1M · ⭐ 58 · ⏱️ 10.01.2020):
```
docker pull hazelcast/hazelcast
```

Maven (📦 5.5K · ⏱️ 23.02.2019):

<dependency>
	<groupId>com.hazelcast</groupId>
	<artifactId>hazelcast</artifactId>
	<version>[VERSION]</version>
</dependency>

HBase (🥈33 · ⭐ 3.3K) - Non-relational distributed database modeled after Google's Bigtable and written.. Apache-2

GitHub (👨‍💻 470 · 🔀 2.2K · 📦 2.6K · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/hbase
```
PyPi (📥 180K / month · 📦 410 · ⏱️ 03.04.2017):
```
pip install happybase
```

Maven (📦 5.1K · ⏱️ 27.10.2018):

<dependency>
	<groupId>org.apache.hbase</groupId>
	<artifactId>hbase-client</artifactId>
	<version>[VERSION]</version>
</dependency>

RethinkDB (🥈32 · ⭐ 24K) - The open-source database for the realtime web. Apache-2

GitHub (👨‍💻 240 · 🔀 1.8K · 📥 2.9K · 📦 260 · 📋 6.2K - 23% open · ⏱️ 13.01.2020):
```
git clone https://github.com/rethinkdb/rethinkdb
```
PyPi (📥 21K / month · 📦 870 · ⏱️ 02.11.2019):
```
pip install rethinkdb
```
NPM (📥 54K / month · 📦 3.3K · ⏱️ 13.12.2019):
```
npm install rethinkdb
```
Dockerhub (📥 54M · ⭐ 530 · ⏱️ 16.01.2020):
```
docker pull rethinkdb
```

Maven (⏱️ 26.07.2016):

<dependency>
	<groupId>com.rethinkdb</groupId>
	<artifactId>rethinkdb-driver</artifactId>
	<version>[VERSION]</version>
</dependency>

OrientDB (🥈32 · ⭐ 4.2K) - OrientDB is the most versatile DBMS supporting Graph, Document, Reactive,.. Apache-2

GitHub (👨‍💻 180 · 🔀 810 · 📦 350 · 📋 8.4K - 17% open · ⏱️ 24.01.2020):
```
git clone https://github.com/orientechnologies/orientdb
```
PyPi (📥 3K / month · 📦 40 · ⏱️ 29.04.2017):
```
pip install pyorient
```
NPM (📥 18K / month · 📦 200 · ⏱️ 11.12.2019):
```
npm install orientjs
```
Dockerhub (📥 10M · ⭐ 130 · ⏱️ 09.01.2020):
```
docker pull orientdb
```

Maven (📦 660 · ⏱️ 03.07.2019):

<dependency>
	<groupId>com.orientechnologies</groupId>
	<artifactId>orientdb-core</artifactId>
	<version>[VERSION]</version>
</dependency>

ClickHouse (🥈31 · ⭐ 9.7K) - ClickHouse is a free analytics DBMS for big data. Apache-2

GitHub (👨‍💻 540 · 🔀 1.7K · 📋 3.8K - 31% open · ⏱️ 24.01.2020):
```
git clone https://github.com/ClickHouse/ClickHouse
```
PyPi (📥 290K / month · 📦 18 · ⏱️ 20.09.2019):
```
pip install clickhouse-driver
```
NPM (📥 4.5K / month · 📦 12 · ⏱️ 04.11.2018):
```
npm install clickhouse
```
Dockerhub (📥 4.5M · ⭐ 210 · ⏱️ 23.01.2020):
```
docker pull yandex/clickhouse-server
```

ArangoDB (🥈31 · ⭐ 9.3K) - ArangoDB is a native multi-model database with flexible data models for.. Apache-2

GitHub (👨‍💻 120 · 🔀 590 · 📋 3.6K - 15% open · ⏱️ 24.01.2020):
```
git clone https://github.com/arangodb/arangodb
```
PyPi (📥 5.8K / month · 📦 10 · ⏱️ 30.10.2019):
```
pip install pyarango
```
NPM (📥 14K / month · 📦 440 · ⏱️ 24.01.2020):
```
npm install arangojs
```
Dockerhub (📥 17M · ⭐ 180 · ⏱️ 23.01.2020):
```
docker pull arangodb
```

Maven (📦 130 · ⏱️ 05.09.2019):

<dependency>
	<groupId>com.arangodb</groupId>
	<artifactId>arangodb-java-driver</artifactId>
	<version>[VERSION]</version>
</dependency>

Ignite (🥈31 · ⭐ 3K) - Memory-centric distributed database, caching and processing platform designed to.. Apache-2

GitHub (👨‍💻 330 · 🔀 1.4K · 📦 1 · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/ignite
```
PyPi (📥 1.6K / month · ⏱️ 23.11.2018):
```
pip install pyignite
```
NPM (📥 330 / month · ⏱️ 10.12.2018):
```
npm install apache-ignite-client
```
Dockerhub (📥 9.6M · ⭐ 58 · ⏱️ 19.09.2019):
```
docker pull apacheignite/ignite
```

Maven (📦 460 · ⏱️ 10.07.2018):

<dependency>
	<groupId>org.apache.ignite</groupId>
	<artifactId>ignite-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Cassandra (🥉30 · ⭐ 6.8K) - Distributed, wide column store, NoSQL database designed to handle large.. Apache-2

GitHub (👨‍💻 400 · 🔀 2.5K · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/cassandra
```
PyPi (📥 220K / month · 📦 1.2K · ⏱️ 15.01.2020):
```
pip install cassandra-driver
```
NPM (📥 130K / month · 📦 1.3K · ⏱️ 06.11.2019):
```
npm install cassandra-driver
```
Dockerhub (📥 92M · ⭐ 1.1K · ⏱️ 28.12.2019):
```
docker pull cassandra
```

Maven:

<dependency>
	<groupId>com.datastax.oss</groupId>
	<artifactId>java-driver-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Graphite (🥉30 · ⭐ 4.9K) - A highly scalable real-time graphing system. Apache-2

GitHub (👨‍💻 410 · 🔀 1.2K · 📦 45 · 📋 1.1K - 33% open · ⏱️ 23.01.2020):
```
git clone https://github.com/graphite-project/graphite-web
```
Dockerhub (📥 8.2M · ⭐ 70 · ⏱️ 24.10.2019):
```
docker pull graphiteapp/graphite-statsd
```

TiDB (🥉28 · ⭐ 22K) - TiDB is an open source distributed HTAP database compatible with the MySQL protocol. Apache-2

GitHub (👨‍💻 400 · 🔀 3.3K · 📋 3.8K - 33% open · ⏱️ 23.01.2020):
```
git clone https://github.com/pingcap/tidb
```
Dockerhub (📥 520K · ⭐ 51 · ⏱️ 24.01.2020):
```
docker pull pingcap/tidb
```

CrateDB (🥉28 · ⭐ 2.8K) - CrateDB is a distributed SQL database that makes it simple to store and analyze.. Apache-2

GitHub (👨‍💻 79 · 🔀 350 · 📋 860 - 10% open · ⏱️ 24.01.2020):
```
git clone https://github.com/crate/crate
```
PyPi (📥 11K / month · 📦 42 · ⏱️ 19.09.2019):
```
pip install crate
```
Dockerhub (📥 14M · ⭐ 140 · ⏱️ 23.01.2020):
```
docker pull crate
```

Maven:

<dependency>
	<groupId>io.crate</groupId>
	<artifactId>crate-jdbc</artifactId>
	<version>[VERSION]</version>
</dependency>

Dgraph (🥉27 · ⭐ 12K) - Fast, Distributed Graph DB. Apache-2

GitHub (👨‍💻 130 · 🔀 860 · 📥 110K · 📋 2K - 11% open · ⏱️ 24.01.2020):
```
git clone https://github.com/dgraph-io/dgraph
```
PyPi (📥 4K / month · 📦 10 · ⏱️ 10.09.2019):
```
pip install pydgraph
```
NPM (📥 3.6K / month · 📦 16 · ⏱️ 01.10.2019):
```
npm install dgraph-js
```
Dockerhub (📥 1.8M · ⭐ 51 · ⏱️ 24.01.2020):
```
docker pull dgraph/dgraph
```

Maven:

<dependency>
	<groupId>io.dgraph</groupId>
	<artifactId>dgraph4j</artifactId>
	<version>[VERSION]</version>
</dependency>

Geode (🥉27 · ⭐ 1.7K) - Data management platform that provides real-time, consistent access to data-.. Apache-2

GitHub (👨‍💻 170 · 🔀 570 · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/geode
```
Dockerhub (📥 59K · ⭐ 19 · ⏱️ 30.12.2019):
```
docker pull apachegeode/geode
```

Maven (📦 140 · ⏱️ 20.12.2019):

<dependency>
	<groupId>org.apache.geode</groupId>
	<artifactId>geode-core</artifactId>
	<version>[VERSION]</version>
</dependency>

OmniSciDB (🥉26 · ⭐ 2.1K) - OmniSciDB (formerly MapD Core). Apache-2

GitHub (👨‍💻 80 · 🔀 290 · 📋 350 - 35% open · ⏱️ 21.01.2020):
```
git clone https://github.com/omnisci/omniscidb
```
PyPi (📥 2.4K / month · 📦 20 · ⏱️ 05.12.2019):
```
pip install pymapd
```
NPM (📥 120 / month · 📦 26 · ⏱️ 22.08.2019):
```
npm install @mapd/connector
```
Conda:
```
conda install -c conda-forge pymapd
```

Druid (🥉25 · ⭐ 9.1K) - Apache Druid: a high performance real-time analytics database. Apache-2

GitHub (👨‍💻 380 · 🔀 2.2K · 📥 120 · 📋 3.2K - 26% open · ⏱️ 24.01.2020):
```
git clone https://github.com/apache/incubator-druid
```
Dockerhub (📥 29K · ⭐ 9 · ⏱️ 10.12.2019):
```
docker pull apache/incubator-druid
```

JanusGraph (🥉25 · ⭐ 3.1K) - JanusGraph: an open-source, distributed graph database. Apache-2

GitHub (👨‍💻 140 · 🔀 750 · 📥 110K · 📋 1.2K - 36% open · ⏱️ 15.01.2020):
```
git clone https://github.com/JanusGraph/janusgraph
```
Dockerhub (📥 29K · ⭐ 6 · ⏱️ 21.10.2019):
```
docker pull janusgraph/janusgraph
```

Maven (📦 84 · ⏱️ 08.10.2018):

<dependency>
	<groupId>org.janusgraph</groupId>
	<artifactId>janusgraph-core</artifactId>
	<version>[VERSION]</version>
</dependency>

Cayley (🥉24 · ⭐ 13K) - An open-source graph database. Apache-2

GitHub (👨‍💻 100 · 🔀 1.2K · 📥 26K · 📋 460 - 16% open · ⏱️ 18.01.2020):
```
git clone https://github.com/cayleygraph/cayley
```
PyPi (📥 160 / month · ⏱️ 26.10.2019):
```
pip install pyley
```
NPM (📥 46 / month · ⏱️ 06.11.2019):
```
npm install @cayleygraph/cayley
```
Dockerhub (📥 3.6K · ⭐ 5 · ⏱️ 18.01.2020):
```
docker pull cayleygraph/cayley
```

Riak (🥉24 · ⭐ 3.4K) - Riak is a decentralized datastore from Basho Technologies. Apache-2

GitHub (👨‍💻 120 · 🔀 510 · 📥 63 · 📋 440 - 31% open · ⏱️ 08.01.2020):
```
git clone https://github.com/basho/riak
```
PyPi (📥 5.6K / month · 📦 170 · ⏱️ 12.12.2016):
```
pip install riak
```
NPM (📥 780 / month · 📦 60 · ⏱️ 12.12.2016):
```
npm install basho-riak-client
```
Dockerhub (📥 650K · ⭐ 28 · ⏱️ 04.04.2017):
```
docker pull basho/riak-kv
```

Maven (📦 300 · ⏱️ 15.12.2016):

<dependency>
	<groupId>com.basho.riak</groupId>
	<artifactId>riak-client</artifactId>
	<version>[VERSION]</version>
</dependency>

Tile38 (🥉23 · ⭐ 6.6K) - Real-time Geospatial and Geofencing. MIT

GitHub (👨‍💻 36 · 🔀 370 · 📥 39K · 📋 410 - 21% open · ⏱️ 11.12.2019):
```
git clone https://github.com/tidwall/tile38
```
Dockerhub (📥 680K · ⭐ 15 · ⏱️ 11.12.2019):
```
docker pull tile38/tile38
```

Quilt (🥉23 · ⭐ 860) - Quilt is a versioned data portal for AWS. Apache-2

GitHub (👨‍💻 29 · 🔀 51 · 📦 16 · 📋 91 - 51% open · ⏱️ 22.01.2020):
```
git clone https://github.com/quiltdata/quilt
```
PyPi (📥 1.1K / month · 📦 4 · ⏱️ 18.01.2020):
```
pip install quilt3
```

Sonic (🥉22 · ⭐ 8K) - Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that.. MPL-2.0

GitHub (👨‍💻 22 · 🔀 230 · 📋 170 - 12% open · ⏱️ 09.01.2020):
```
git clone https://github.com/valeriansaliou/sonic
```
PyPi (📥 140 / month · ⏱️ 03.08.2019):
```
pip install sonic-client
```
NPM (📥 830 / month · ⏱️ 26.04.2019):
```
npm install sonic-channel
```
Dockerhub (📥 4.1K · ⭐ 4 · ⏱️ 14.10.2019):
```
docker pull valeriansaliou/sonic
```

Maven:

<dependency>
	<groupId>com.github.twohou</groupId>
	<artifactId>java-sonic</artifactId>
	<version>[VERSION]</version>
</dependency>

rqlite (🥉21 · ⭐ 5.5K) - The lightweight, distributed relational database built on SQLite. MIT

GitHub (👨‍💻 17 · 🔀 300 · 📥 5.9K · 📋 270 - 19% open · ⏱️ 24.01.2020):
```
git clone https://github.com/rqlite/rqlite
```
PyPi:
```
pip install sqlalchemy_rqlite
```
NPM (📥 140 / month · ⏱️ 22.07.2019):
```
npm install rqlite-js
```
Dockerhub (📥 17K · ⭐ 8 · ⏱️ 11.01.2020):
```
docker pull rqlite/rqlite
```

Maven:

<dependency>
	<groupId>com.rqlite</groupId>
	<artifactId>rqlite-java</artifactId>
	<version>[VERSION]</version>
</dependency>

Doris (🥉21 · ⭐ 1.5K) - MPP-based interactive SQL data warehousing for reporting and analysis. Apache-2

GitHub (👨‍💻 82 · 🔀 420 · 📋 960 - 35% open · ⏱️ 21.01.2020):
```
git clone https://github.com/apache/incubator-doris
```
Dockerhub (📥 1.6K · ⭐ 4 · ⏱️ 04.01.2020):
```
docker pull apachedoris/doris-dev
```

Gaffer (🥉20 · ⭐ 1.6K) - A large-scale entity and relation database supporting aggregation of properties. Apache-2

GitHub (👨‍💻 40 · 🔀 320 · 📥 26 · 📋 1.1K - 8% open · ⏱️ 23.01.2020):
```
git clone https://github.com/gchq/Gaffer
```

Maven (📦 8 · ⏱️ 06.01.2020):

<dependency>
	<groupId>uk.gov.gchq.gaffer</groupId>
	<artifactId>graph</artifactId>
	<version>[VERSION]</version>
</dependency>

EdgeDB (🥉19 · ⭐ 3.5K) - The next generation relational database. Apache-2

GitHub (👨‍💻 18 · 🔀 79 · 📋 390 - 25% open · ⏱️ 23.01.2020):
```
git clone https://github.com/edgedb/edgedb
```
PyPi (📥 2.9K / month · ⏱️ 11.01.2020):
```
pip install edgedb
```
Dockerhub (📥 4.4K · ⭐ 2 · ⏱️ 24.01.2020):
```
docker pull edgedb/edgedb
```

Nebula (🥉19 · ⭐ 2.3K) - A distributed, fast open-source graph database featuring horizontal scalability.. Apache-2

GitHub (👨‍💻 40 · 🔀 300 · 📥 400 · 📋 660 - 32% open · ⏱️ 21.01.2020):
```
git clone https://github.com/vesoft-inc/nebula
```
Dockerhub (📥 2.2K · ⭐ 3 · ⏱️ 24.01.2020):
```
docker pull vesoft/nebula-graph
```

TileDB-Inc/TileDB (🥉19 · ⭐ 570) - The Fastest Array Storage Engine. MIT

GitHub (👨‍💻 27 · 🔀 72 · 📥 380 · 📋 620 - 16% open · ⏱️ 22.01.2020):
```
git clone https://github.com/TileDB-Inc/TileDB
```
Conda:
```
conda install -c conda-forge tiledb
```
Dockerhub (📥 520 · ⏱️ 09.10.2019):
```
docker pull tiledb/tiledb
```

Show 5 hidden projects...

MySQL (🥈36 · ⭐ 24K) - MySQL Server, the world's most popular open source database, and MySQL Cluster, a.. ❗️GPL-2.0

GitHub (👨‍💻 570 · 🔀 2.1K · ⏱️ 09.12.2019):
```
git clone https://github.com/mysql/mysql-server
```
PyPi (📥 2.1M / month · 📦 6.6K · ⏱️ 21.11.2019):
```
pip install mysqlclient
```
NPM (📥 2.1M / month · 📦 100K · ⏱️ 23.01.2020):
```
npm install mysql
```

Conda (⏱️ 18.11.2019):

conda install -c anaconda mysql-connector-python

Dockerhub (📥 1.4B · ⭐ 9.1K · ⏱️ 15.01.2020):
```
docker pull mysql
```

Maven (📦 300K · ⏱️ 27.09.2018):

<dependency>
	<groupId>mysql</groupId>
	<artifactId>mysql-connector-java</artifactId>
	<version>[VERSION]</version>
</dependency>

MariaDB (🥉28 · ⭐ 6.4K) - MariaDB server is a community developed fork of MySQL server. Started by core.. ❗️GPL-2.0

GitHub (👨‍💻 1.6K · 🔀 920 · ⏱️ 24.01.2020):
```
git clone https://github.com/MariaDB/server
```
NPM (📥 33K / month · 📦 580 · ⏱️ 19.07.2017):
```
npm install mariadb
```
Dockerhub (📥 1.1B · ⭐ 3.2K · ⏱️ 16.01.2020):
```
docker pull mariadb
```

TimescaleDB (🥉25 · ⭐ 8.1K) - An open-source time-series SQL database optimized for fast ingest and.. ❗️Unlicensed

GitHub (👨‍💻 43 · 🔀 430 · 📥 3.5K · 📋 660 - 28% open · ⏱️ 23.01.2020):
```
git clone https://github.com/timescale/timescaledb
```
Dockerhub (📥 16M · ⭐ 65 · ⏱️ 15.01.2020):
```
docker pull timescale/timescaledb
```

RavenDB (🥉25 · ⭐ 2.4K) - ACID Document Database. ❗️AGPL-3.0

GitHub (👨‍💻 320 · 🔀 690 · 📦 2.2K · 📋 400 - 1% open · ⏱️ 24.01.2020):
```
git clone https://github.com/ravendb/ravendb
```
PyPi (📥 140 / month · 📦 2 · ⏱️ 27.02.2019):
```
pip install pyravendb
```
NPM (📥 600 / month · 📦 28 · ⏱️ 16.09.2019):
```
npm install ravendb
```
Dockerhub (📥 340K · ⭐ 27 · ⏱️ 21.01.2020):
```
docker pull ravendb/ravendb
```

Maven (⏱️ 07.02.2018):

<dependency>
	<groupId>net.ravendb</groupId>
	<artifactId>ravendb</artifactId>
	<version>[VERSION]</version>
</dependency>

Grakn (🥉25 · ⭐ 1.9K) - Grakn Core: The Knowledge Graph. ❗️AGPL-3.0

GitHub (👨‍💻 54 · 🔀 230 · 📥 13K · 📦 18 · 📋 1.9K - 10% open · ⏱️ 22.01.2020):
```
git clone https://github.com/graknlabs/grakn
```
PyPi (📥 450 / month · 📦 6 · ⏱️ 25.11.2019):
```
pip install grakn-client
```
NPM (📥 790 / month · 📦 2 · ⏱️ 25.11.2019):
```
npm install grakn-client
```
Dockerhub (📥 290K · ⭐ 10 · ⏱️ 17.01.2020):
```
docker pull graknlabs/grakn
```

Maven:

<dependency>
	<groupId>io.grakn.client</groupId>
	<artifactId>grakn-client</artifactId>
	<version>[VERSION]</version>
</dependency>

Database GUIs

GUI tools for database administration and data management for a variety of databases.

mongo-express (🥇31 · ⭐ 4.1K) - Web-based MongoDB admin interface, written with Node.js and express. MIT

GitHub (👨‍💻 110 · 🔀 660 · 📦 590 · 📋 330 - 24% open · ⏱️ 30.12.2019):
```
git clone https://github.com/mongo-express/mongo-express
```
NPM (📥 6.1K / month · 📦 390 · ⏱️ 24.12.2019):
```
npm install mongo-express
```
Dockerhub (📥 45M · ⭐ 600 · ⏱️ 25.12.2019):
```
docker pull mongo-express
```

Adminer (🥇29 · ⭐ 4.2K) - Database management in a single PHP file. Apache-2

GitHub (👨‍💻 130 · 🔀 750 · 📥 2.3M · 📦 98 · ⏱️ 20.12.2019):
```
git clone https://github.com/vrana/adminer
```
Dockerhub (📥 100M · ⭐ 330 · ⏱️ 24.01.2020):
```
docker pull adminer
```

SQLite Browser (🥈26 · ⭐ 12K) - Official home of the DB Browser for SQLite (DB4S) project. Previously.. Apache-2

GitHub (👨‍💻 120 · 🔀 1.5K · 📥 7.6M · 📋 1.7K - 23% open · ⏱️ 17.01.2020):
```
git clone https://github.com/sqlitebrowser/sqlitebrowser
```

DBeaver (🥈26 · ⭐ 12K) - Free universal database tool and SQL client. Apache-2

GitHub (👨‍💻 150 · 🔀 1K · 📥 370K · 📋 7.1K - 19% open · ⏱️ 24.01.2020):
```
git clone https://github.com/dbeaver/dbeaver
```

pgweb (🥈24 · ⭐ 6.3K) - Cross-platform client for PostgreSQL databases. MIT

GitHub (👨‍💻 45 · 🔀 420 · 📥 72K · 📋 260 - 16% open · ⏱️ 16.12.2019):
```
git clone https://github.com/sosedoff/pgweb
```
Dockerhub (📥 4.3M · ⭐ 23 · ⏱️ 16.12.2019):
```
docker pull sosedoff/pgweb
```

Sequel Pro (🥈23 · ⭐ 7.4K) - MySQL/MariaDB database management for macOS. MIT

GitHub (👨‍💻 41 · 🔀 640 · 📥 4M · 📋 3.5K - 29% open · ⏱️ 30.09.2019):
```
git clone https://github.com/sequelpro/sequelpro
```

Dejavu (🥈22 · ⭐ 6.5K) - The Missing Web UI for Elasticsearch: Import, browse and edit data with rich filters.. MIT

GitHub (👨‍💻 24 · 🔀 410 · 📋 290 - 11% open · ⏱️ 24.01.2020):
```
git clone https://github.com/appbaseio/dejavu
```
Dockerhub (📥 1.3M · ⭐ 24 · ⏱️ 19.12.2019):
```
docker pull appbaseio/dejavu
```

Redis Desktop Manager (🥈21 · ⭐ 15K) - Cross-platform GUI management tool for Redis. ❗️GPL-3.0

GitHub (👨‍💻 70 · 🔀 2.5K · 📥 1.5M · 📋 4.3K - 0% open · ⏱️ 23.01.2020):
```
git clone https://github.com/uglide/RedisDesktopManager
```

Kafka Manager (🥈21 · ⭐ 8.6K) - CMAK is a tool for managing Apache Kafka clusters. Apache-2

GitHub (👨‍💻 85 · 🔀 2K · 📋 530 - 70% open · ⏱️ 23.01.2020):
```
git clone https://github.com/yahoo/kafka-manager
```
Dockerhub (📥 350K · ⭐ 41 · ⏱️ 12.04.2019):
```
docker pull kafkamanager/kafka-manager
```

elasticsearch-head (🥈21 · ⭐ 6.8K) - A web front end for an elastic search cluster. Apache-2

GitHub (👨‍💻 68 · 🔀 1.4K · 📋 320 - 49% open · ⏱️ 24.09.2019):
```
git clone https://github.com/mobz/elasticsearch-head
```
Dockerhub (📥 1.5M · ⭐ 56 · ⏱️ 31.01.2017):
```
docker pull mobz/elasticsearch-head
```

OmniDB (🥈21 · ⭐ 1.9K) - Web tool for database management. MIT

GitHub (👨‍💻 22 · 🔀 240 · 📥 6.6K · 📋 500 - 37% open · ⏱️ 05.12.2019):
```
git clone https://github.com/OmniDB/OmniDB
```

ElectroCRUD (🥉20 · ⭐ 980) - Database CRUD Application Built on Electron | MySQL, Postgres. MIT

GitHub (👨‍💻 44 · 🔀 220 · 📥 27K · 📋 46 - 17% open · ⏱️ 17.12.2019):
```
git clone https://github.com/garrylachman/ElectroCRUD
```

Robo 3T (🥉19 · ⭐ 7.8K · 💤) - Native cross-platform MongoDB management tool. ❗️GPL-3.0

GitHub (👨‍💻 39 · 🔀 660 · 📥 41K · 📋 1.5K - 42% open · ⏱️ 12.04.2019):
```
git clone https://github.com/Studio3T/robomongo
```

Mongoku (🥉19 · ⭐ 810) - The Web-scale GUI for MongoDB. MIT

GitHub (👨‍💻 7 · 🔀 40 · 📦 3 · 📋 29 - 41% open · ⏱️ 10.01.2020):
```
git clone https://github.com/huggingface/Mongoku
```
NPM (📥 260 / month · ⏱️ 31.07.2019):
```
npm install mongoku
```
Dockerhub (📥 210K · ⭐ 1 · ⏱️ 31.07.2019):
```
docker pull huggingface/mongoku
```

Mirage (🥉18 · ⭐ 2K) - GUI for simplifying Elasticsearch Query DSL. Apache-2

GitHub (👨‍💻 9 · 🔀 100 · 📋 64 - 20% open · ⏱️ 11.10.2019):
```
git clone https://github.com/appbaseio/mirage
```
Dockerhub (📥 320K · ⭐ 6 · ⏱️ 11.10.2019):
```
docker pull appbaseio/mirage
```

Sequeler (🥉16 · ⭐ 510) - SQL Client built in Vala. ❗️GPL-3.0

GitHub (👨‍💻 34 · 🔀 48 · 📋 220 - 18% open · ⏱️ 17.11.2019):
```
git clone https://github.com/Alecaddd/sequeler
```

FastoNoSQL (🥉15 · ⭐ 620) - FastoNoSQL is a crossplatform Redis, Memcached, SSDB, LevelDB, RocksDB,.. ❗️GPL-3.0

GitHub (👨‍💻 3 · 🔀 53 · 📋 69 - 15% open · ⏱️ 14.01.2020):
```
git clone https://github.com/fastogt/fastonosql
```

Franchise (🥉14 · ⭐ 3.5K) - a notebook sql client. what you get when have a lot of sequels. MIT

GitHub (👨‍💻 15 · 🔀 230 · 📋 56 - 53% open · ⏱️ 13.11.2019):
```
git clone https://github.com/HVF/franchise
```
Dockerhub (📥 390 · ⭐ 2 · ⏱️ 27.02.2019):
```
docker pull binakot/franchise
```

Show 7 hidden projects...

Nosqlclient (🥇27 · ⭐ 3.1K) - Cross-platform and self hosted, easy to use, intuitive mongodb management.. ❗️AGPL-3.0

GitHub (👨‍💻 28 · 🔀 320 · 📥 170K · 📦 190 · 📋 390 - 5% open · ⏱️ 09.01.2020):
```
git clone https://github.com/nosqlclient/nosqlclient
```
Dockerhub (📥 8.9M · ⭐ 79 · ⏱️ 09.01.2020):
```
docker pull mongoclient/mongoclient
```

phpMyAdmin (🥈23 · ⭐ 4.7K) - A web interface for MySQL and MariaDB. ❗️GPL-2.0

GitHub (👨‍💻 1.7K · 🔀 2.6K · 📋 12K - 4% open · ⏱️ 24.01.2020):
```
git clone https://github.com/phpmyadmin/phpmyadmin
```

pgAdmin (🥈21 · ⭐ 840) - Web-based administration tool for the PostgreSQL database. ❗️PostgreSQL

GitHub (👨‍💻 100 · 🔀 160 · ⏱️ 24.01.2020):
```
git clone https://github.com/postgres/pgadmin4
```
Dockerhub (📥 29M · ⭐ 470 · ⏱️ 24.01.2020):
```
docker pull dpage/pgadmin4
```

Sqlectron (🥉20 · ⭐ 2.9K · 💀) - UNMAINTAINED - SEE BELOW. A simple and lightweight SQL client desktop with.. MIT

GitHub (👨‍💻 29 · 🔀 330 · 📥 200K · 📋 330 - 30% open · ⏱️ 31.10.2018):
```
git clone https://github.com/sqlectron/sqlectron-gui
```

Filestash (🥉18 · ⭐ 2.3K) - A modern web client for SFTP, S3, FTP, WebDAV, Git, Minio, LDAP, CalDAV,.. ❗️AGPL-3.0

GitHub (👨‍💻 18 · 🔀 120 · 📥 210 · 📋 190 - 13% open · ⏱️ 21.01.2020):
```
git clone https://github.com/mickael-kerjean/filestash
```
Dockerhub (📥 540K · ⭐ 9 · ⏱️ 21.01.2020):
```
docker pull machines/filestash
```

HeidiSQL (🥉18 · ⭐ 1.7K) - A lightweight client for managing MariaDB, MySQL, SQL Server and PostgreSQL,.. ❗️GPL-2.0

GitHub (👨‍💻 25 · 🔀 180 · 📋 830 - 36% open · ⏱️ 23.01.2020):
```
git clone https://github.com/HeidiSQL/HeidiSQL
```

MySQL Workbench (🥉10 · ⭐ 430) - MySQL Workbench is a unified visual tool for database architects,.. ❗️GPL-2.0

GitHub (👨‍💻 18 · 🔀 140 · ⏱️ 15.12.2019):
```
git clone https://github.com/mysql/mysql-workbench
```

Others

Netdata (🥇29 · ⭐ 44K) - Real-time performance monitoring, done right! https://my-netdata.io/. ❗️GPL-3.0

GitHub (👨‍💻 360 · 🔀 4K · 📥 500K · 📋 4.6K - 14% open · ⏱️ 24.01.2020):
```
git clone https://github.com/netdata/netdata
```
Dockerhub (📥 99M · ⭐ 130 · ⏱️ 17.01.2020):
```
docker pull netdata/netdata
```

Apollo (🥇29 · ⭐ 16K) - An open autonomous driving platform. Apache-2

GitHub (👨‍💻 300 · 🔀 5.5K · 📥 36K · 📋 2.1K - 25% open · ⏱️ 24.01.2020):
```
git clone https://github.com/ApolloAuto/apollo
```
Dockerhub (📥 1.8M · ⭐ 35 · ⏱️ 23.01.2020):
```
docker pull apolloauto/apollo
```

Glances (🥇28 · ⭐ 15K) - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac.. ❗️LGPL-3.0

GitHub (👨‍💻 120 · 🔀 990 · 📥 350 · 📦 160 · 📋 1.1K - 10% open · ⏱️ 22.01.2020):
```
git clone https://github.com/nicolargo/glances
```
PyPi (📥 41K / month · 📦 44 · ⏱️ 27.08.2019):
```
pip install glances
```
Dockerhub (📥 32M · ⭐ 51 · ⏱️ 29.01.2019):
```
docker pull nicolargo/glances
```

ungit (🥈27 · ⭐ 8.7K) - The easiest way to use git. On any platform. Anywhere. MIT

GitHub (👨‍💻 90 · 🔀 570 · 📥 1.2K · 📦 49 · 📋 730 - 25% open · ⏱️ 18.01.2020):
```
git clone https://github.com/FredrikNoren/ungit
```
NPM (📥 4.6K / month · 📦 36 · ⏱️ 22.11.2019):
```
npm install ungit
```

File Browser (🥈25 · ⭐ 6.4K) - Web File Browser which can be used as a middleware or standalone app. Apache-2

GitHub (👨‍💻 77 · 🔀 820 · 📥 40K · 📋 790 - 16% open · ⏱️ 09.01.2020):
```
git clone https://github.com/filebrowser/filebrowser
```
Dockerhub (📥 12M · ⭐ 67 · ⏱️ 09.01.2020):
```
docker pull filebrowser/filebrowser
```

guess (🥈25 · ⭐ 6.1K) - Libraries & tools for enabling Machine Learning driven user-experiences on the web. MIT

GitHub (👨‍💻 18 · 🔀 150 · 📋 63 - 11% open · ⏱️ 23.01.2020):
```
git clone https://github.com/guess-js/guess
```
NPM (📥 12K / month · 📦 78 · ⏱️ 23.01.2020):
```
npm install guess-webpack
```

Portia (🥈24 · ⭐ 7.5K) - Visual scraping for Scrapy. BSD-3

GitHub (👨‍💻 50 · 🔀 1.2K · 📥 110 · 📦 9 · 📋 430 - 22% open · ⏱️ 10.07.2019):
```
git clone https://github.com/scrapinghub/portia
```
PyPi (📥 200 / month · 📦 7 · ⏱️ 28.06.2017):
```
pip install slybot
```
Dockerhub (📥 340K · ⭐ 26 · ⏱️ 10.07.2019):
```
docker pull scrapinghub/portia
```

Kylin (🥈24 · ⭐ 2.5K) - Distributed Analytics Engine that provides SQL interface and multi-dimensional.. Apache-2

GitHub (👨‍💻 230 · 🔀 1.1K · 📦 1 · ⏱️ 23.01.2020):
```
git clone https://github.com/apache/kylin
```
PyPi (📥 690 / month · ⏱️ 07.04.2019):
```
pip install kylinpy
```
Dockerhub (📥 2.2K · ⭐ 2 · ⏱️ 28.08.2019):
```
docker pull apachekylin/apache-kylin-standalone
```

OpenRefine (🥉23 · ⭐ 6.8K) - OpenRefine is a free, open source power tool for working with messy data and.. BSD-3

GitHub (👨‍💻 140 · 🔀 1.2K · 📥 910K · 📋 1.7K - 25% open · ⏱️ 24.01.2020):
```
git clone https://github.com/OpenRefine/OpenRefine
```
Dockerhub (📥 95K · ⭐ 8 · ⏱️ 23.01.2020):
```
docker pull vimagick/openrefine
```

Pravega (🥉22 · ⭐ 900) - Pravega - Streaming as a new software defined storage primitive. Apache-2

GitHub (👨‍💻 57 · 🔀 210 · 📥 4.6K · 📋 2.6K - 12% open · ⏱️ 24.01.2020):
```
git clone https://github.com/pravega/pravega
```
Dockerhub (📥 200K · ⭐ 1 · ⏱️ 06.01.2020):
```
docker pull pravega/pravega
```

Feast (🥉21 · ⭐ 620) - Feature Store for Machine Learning. Apache-2

GitHub (👨‍💻 23 · 🔀 96 · 📥 340 · 📦 4 · 📋 180 - 20% open · ⏱️ 21.01.2020):
```
git clone https://github.com/gojek/feast
```
PyPi (📥 2K / month · ⏱️ 08.01.2020):
```
pip install feast
```

TensorFlow for R (🥉20 · ⭐ 1.2K) - TensorFlow for R. Apache-2

GitHub (👨‍💻 21 · 🔀 320 · 📥 8 · 📋 260 - 5% open · ⏱️ 09.01.2020):
```
git clone https://github.com/rstudio/tensorflow
```

Aleph (🥉20 · ⭐ 960) - Search and browse documents and data; find the people and companies you look for. MIT

GitHub (👨‍💻 39 · 🔀 140 · 📋 470 - 7% open · ⏱️ 19.01.2020):
```
git clone https://github.com/alephdata/aleph
```
Dockerhub (📥 220K · ⭐ 1 · ⏱️ 23.01.2020):
```
docker pull alephdata/aleph
```

Katib (🥉20 · ⭐ 620) - Repository for hyperparameter tuning. Apache-2

GitHub (👨‍💻 45 · 🔀 160 · 📥 95 · 📋 410 - 17% open · ⏱️ 24.01.2020):
```
git clone https://github.com/kubeflow/katib
```
Dockerhub (📥 660K · ⏱️ 08.05.2019):
```
docker pull katib/metrics-collector
```

Handout (🥉18 · ⭐ 1.8K) - Turn Python scripts into handouts with Markdown and figures. Apache-2

GitHub (👨‍💻 2 · 🔀 92 · 📦 7 · 📋 39 - 33% open · ⏱️ 08.11.2019):
```
git clone https://github.com/danijar/handout
```
PyPi (📥 220 / month · 📦 1 · ⏱️ 08.11.2019):
```
pip install handout
```

Shiny (🥉17 · ⭐ 3.7K) - Easy interactive web applications with R. ❗️GPL-3.0

GitHub (👨‍💻 53 · 🔀 1.5K · 📋 1.9K - 24% open · ⏱️ 16.01.2020):
```
git clone https://github.com/rstudio/shiny
```

SQLFlow (🥉17 · ⭐ 3.5K) - Brings SQL and AI together. Apache-2

GitHub (👨‍💻 30 · 🔀 540 · 📋 660 - 26% open · ⏱️ 22.01.2020):
```
git clone https://github.com/sql-machine-learning/sqlflow
```
Dockerhub (📥 16K · ⭐ 1 · ⏱️ 24.01.2020):
```
docker pull sqlflow/sqlflow
```

MediaPipe (🥉15 · ⭐ 4.3K) - MediaPipe is a cross-platform framework for building multimodal applied.. Apache-2

GitHub (👨‍💻 2 · 🔀 760 · 📋 400 - 16% open · ⏱️ 18.01.2020):
```
git clone https://github.com/google/mediapipe
```

EuclidesDB (🥉14 · ⭐ 570) - A multi-model machine learning feature embedding database. Apache-2

GitHub (👨‍💻 2 · 🔀 26 · 📥 220 · 📦 1 · 📋 22 - 50% open · ⏱️ 15.09.2019):
```
git clone https://github.com/perone/euclidesdb
```
PyPi (📥 60 / month · ⏱️ 12.02.2019):
```
pip install euclides
```
Dockerhub (📥 220 · ⭐ 1 · ⏱️ 12.02.2019):
```
docker pull euclidesdb/euclidesdb
```

Show 2 hidden projects...

Botpress (🥇28 · ⭐ 8.3K) - The Conversational Platform with built-in language understanding (NLU),.. ❗️AGPL-3.0

GitHub (👨‍💻 120 · 🔀 920 · 📦 340 · 📋 940 - 12% open · ⏱️ 24.01.2020):
```
git clone https://github.com/botpress/botpress
```
NPM (📥 1.2K / month · 📦 170 · ⏱️ 19.01.2019):
```
npm install botpress
```

MLDB (🥉14 · ⭐ 560 · 💀) - MLDB is the Machine Learning Database. Apache-2

GitHub (👨‍💻 17 · 🔀 81 · 📋 27 - 88% open · ⏱️ 09.10.2018):
```
git clone https://github.com/mldbai/mldb
```

Trong trang này

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CÂU HỎI THƯỜNG GẶP

Trả lời nhanh

Đọc thêm về lukasmasuch/best-of-ml-tools ở đâu?

Trang TopGit này là một snapshot — tab "Readme" hiển thị nguyên văn README của repo (đã bỏ link, giữ ảnh). Repo GitHub ở github.com/lukasmasuch/best-of-ml-tools là nguồn chính thức.

lukasmasuch/best-of-ml-tools có phải mã nguồn mở không?

TopGit chưa ghi nhận license cho lukasmasuch/best-of-ml-tools. Phần lớn repo public trên GitHub là mã nguồn mở, nhưng điều khoản khác nhau từng repo — mở file LICENSE để xác nhận.

lukasmasuch/best-of-ml-tools là gì?

lukasmasuch/best-of-ml-tools (lukasmasuch/best-of-ml-tools) là dự án đa ngôn ngữ trên GitHub. Theo mô tả gốc: 🏆 A ranked list of awesome machine learning tools. Updated weekly.

Đọc đầy đủ README ở tab phía trên.

Snapshot

Cộng tác viên hàng đầu

Contents

Explanation

IDEs & Notebook Editors

Machine Learning Platforms

Business Intelligence

Job Scheduler & Pipelines

Data Integration & Ingestion

Data Batch & Stream Processing

Data Labeling & Annotation

Data Visualization & Exploration

Model Visualization

Model Deployment

ML Applications & Services

Performance Optimization & Accelerators

Data Storage

Database GUIs

Others

Repo liên quan

Trả lời nhanh