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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 #data-science #data-visualization #deep-learning #machine-learning #python #scikit-learn #statistics
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3,497
README repos
357
Indexed repos
351
List commits
500
Forks
453
Open issues
15

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8 repos matching these filters.

Package manager: maven
Latest repo push 2026-07-17

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dmlc/xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Stack
C++ CMake Maven PEP 517
GitHub topics
#distributed-systems #gbdt #gbm #gbrt #machine-learning #xgboost
Updated
2026-07-14
Lists
4 list mentions
First commit
2014-02-06
License
Apache-2.0
Issues
474 open
Sign in to like dmlc/xgboost
28,561
stars
Forks
8,879
Commits
7,868 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
mlflow/mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

AI dev
Stack
Python Maven npm PEP 517
GitHub topics
#agentops #agents #ai #ai-governance #apache-spark #evaluation
Updated
2026-07-17
Lists
4 list mentions
First commit
2018-06-05
License
Apache-2.0
Issues
2,068 open
Sign in to like mlflow/mlflow
27,065
stars
Forks
6,014
Commits
12,688 commits
Star growth, last 7 days
+93 +0.3%
Commit velocity, last 7 days
+31 +0.2%
Website GitHub
catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Stack
C++ Cargo CMake Conan
GitHub topics
#big-data #catboost #categorical-features #coreml #cuda #data-mining
Updated
2026-07-15
Lists
4 list mentions
First commit
2017-07-18
License
Apache-2.0
Issues
710 open
Sign in to like catboost/catboost
9,025
stars
Forks
1,312
Commits
50,592 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
Trusted-AI/AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

Stack
Python Jupyter pytest Maven pip
GitHub topics
#ai #artificial-intelligence #bias #bias-correction #bias-detection #bias-finder
Updated
2026-06-15
Lists
2 list mentions
First commit
2018-08-22
License
Apache-2.0
Issues
221 open
Sign in to like Trusted-AI/AIF360
2,838
stars
Forks
912
Commits
441 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub