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Awesome Python Data Science
Probably the best curated list of data science software in Python.
krzjoa/awesome-python-data-science
#awesome
#awesome-list
#awesome-python
#data-analysis
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#data-visualization
#deep-learning
#machine-learning
#python
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#statistics
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shap/shap
A game theoretic approach to explain the output of any machine learning model.
AI dev
- Updated
- 2026-07-15
- Lists
- 2 list mentions
- First commit
- 2016-11-22
- License
- MIT
- Issues
- 1,038 open
25,615
stars
- Forks
- 3,729
- Commits
- 3,027 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
great-expectations/great_expectations
Always know what to expect from your data.
AI dev
- Updated
- 2026-06-13
- Lists
- 2 list mentions
- First commit
- 2017-06-06
- License
- Apache-2.0
- Issues
- 50 open
- Forks
- 1,760
- Commits
- 13,657 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
pycaret/pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
AI dev
GitHub topics
- Updated
- 2026-06-25
- Lists
- 2 list mentions
- First commit
- 2019-11-23
- License
- NOASSERTION
- Issues
- 24 open
9,821
stars
- Forks
- 1,854
- Commits
- 5,492 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history
evidentlyai/evidently
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
- Updated
- 2026-05-02
- Lists
- 4 list mentions
- First commit
- 2020-11-25
- License
- Apache-2.0
- Issues
- 284 open
7,693
stars
- Forks
- 877
- Commits
- 2,795 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
microsoft/MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
- Updated
- 2025-08-07
- Lists
- 1 list mention
- First commit
- 2017-08-16
- License
- MIT
- Issues
- 337 open
5,805
stars
- Forks
- 958
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- 1,085 commits
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- No 7-day history
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gee-community/geemap
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
GitHub topics
- Updated
- 2026-07-11
- Lists
- 2 list mentions
- First commit
- 2020-03-08
- License
- MIT
- Issues
- 45 open
3,988
stars
- Forks
- 1,145
- Commits
- 2,320 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
bqplot/bqplot
Plotting library for IPython/Jupyter notebooks
Stack
GitHub topics
- Updated
- 2026-05-07
- Lists
- 2 list mentions
- First commit
- 2014-12-12
- License
- Apache-2.0
- Issues
- 279 open
3,694
stars
- Forks
- 481
- Commits
- 3,689 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
meta-pytorch/botorch
Bayesian optimization in PyTorch
- Updated
- 2026-06-30
- Lists
- 1 list mention
- First commit
- 2018-10-12
- License
- MIT
- Issues
- 94 open
3,568
stars
- Forks
- 485
- Commits
- 2,530 commits
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- No 7-day history
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- No 7-day history
deepnote/deepnote
Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/
AI dev
- Updated
- 2026-07-14
- Lists
- 3 list mentions
- First commit
- 2025-09-29
- License
- Apache-2.0
- Issues
- 18 open
2,953
stars
- Forks
- 199
- Commits
- 295 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
apache/hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
GitHub topics
- Updated
- 2026-07-13
- Lists
- 2 list mentions
- First commit
- 2019-07-25
- License
- Apache-2.0
- Issues
- 154 open
2,545
stars
- Forks
- 198
- Commits
- 2,038 commits
- Star growth, last 7 days
- 0 0.0%
- Commit velocity, last 7 days
- 0 0.0%
chaos-genius/chaos_genius
ML powered analytics engine for outlier detection and root cause analysis.
Archived
GitHub topics
- Updated
- 2024-09-12
- Lists
- 3 list mentions
- First commit
- 2021-05-27
- License
- MIT
- Issues
- 74 open
- Forks
- 86
- Commits
- 3,308 commits
- Star growth, last 7 days
- No 7-day history
- Commit velocity, last 7 days
- No 7-day history