Data Hut™ — Open Source Project Directory
Curated insights on the most popular data science and data engineering projects. By combining machine learning techniques with expert knowledge, we help you to understand the open source landscape and to pick the best software for your needs.
Data Hut News (June 07, 2021): Under each project, we've added links to the most useful documentation and tutorials on the project. Git statistics have also been updated for June.
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Projects by Category¶
Category |
Description |
Projects |
|---|---|---|
Tools for transforming and analyzing the largest data sets. |
21 |
|
Tools for statistical analysis and machine learning. |
60 |
|
Data repositories |
36 |
|
Processing data as networks of interconnected nodes. |
24 |
To jump to a project directly or find by keyword, use the search page or the search box above.
Popular Communities and Project Backers¶
Community |
Website |
Description |
|---|---|---|
Apache is the world’s largest open source foundation with over 300 top-level projects. |
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As the world’s largest social network, FaceBook has created and sponsored a wide range of open source projects. |
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As a multinational technology company, Google has created and sponsored over 2,000 open source projects in a wide range of areas, from programming languages to UI frameworks to machine learning. |
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NumFocus is a 501(3)c public charity founded in 2012 to provide a fiscal umbrella for many open source software projects that have become essential for science and research. NumFocus sponsored projects benefit from a range of services including fiscal, legal, and operational. |
Latest News¶
Date |
Topic |
Description |
|---|---|---|
2021-06-03 |
Catboost release 0.26 Model evaluation on GPU; support Langevin on GPU; save class labels to models in cross … more |
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2021-06-02 |
DeepForge v2.5.0 Update code editor to use monaco and LSP; support for reification of artifact provenance; … more |
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2021-05-28 |
Release 3.29.0 This release includes 183 commits by 13 contributors. more |
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2021-05-27 |
Introducing TensorFlow Decision Forests We are happy to open source TensorFlow Decision Forests (TF-DF). TF-DF is a … more |
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2021-05-25 |
Analytics Zoo 0.10.0 Release Improved document website, including quickstarts for Orca, RayOnSpark, Zouwu and BigDL; … more |
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2021-05-20 |
This is the first release of the Official Helm Chart. This chart will bootstrap an Airflow deployment on a … more |
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2021-05-19 |
Release v0.22.0 PyTorch Lightning Estimator, Nsight profiling, PyTorch 1.9 support. more |
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2021-05-13 |
Release 2.5.0 Support for Python 3.9; Improvements to tf.data, tf.lite, tf.keras, tf.distribute, TPU embedding … more |
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2021-04-28 |
Release 2.3.1 2.3.1 is a minor release including fixes for CuML wrapper pickleable and exceptions when using Ridge … more |
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2021-04-22 |
Release 1.3.0. We are now testing and publishing Ray’s scalability limits with each release, see: … more |