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Awesome Python Data Science
Probably the best curated list of data science software in Python.
krzjoa/awesome-python-data-science
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#awesome-python
#data-analysis
#data-science
#data-visualization
#deep-learning
#machine-learning
#python
#scikit-learn
#statistics
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EpistasisLab/scikit-rebate
A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.
GitHub topics
- Updated
- 2023-02-10
- Lists
- 1 list mention
- First commit
- 2016-09-19
- License
- MIT
- Issues
- 18 open
- Forks
- 72
- Commits
- 283 commits
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- No 7-day history
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sktime/skpro
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
- Updated
- 2026-07-06
- Lists
- 1 list mention
- First commit
- 2017-09-13
- License
- BSD-3-Clause
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- 261 open
328
stars
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- 193
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- 709 commits
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- No 7-day history
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svenkreiss/pysparkling
A pure Python implementation of Apache Spark's RDD and DStream interfaces.
GitHub topics
- Updated
- 2024-09-03
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- 1 list mention
- First commit
- 2015-05-09
- License
- NOASSERTION
- Issues
- 11 open
270
stars
- Forks
- 45
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- 1,534 commits
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dialnd/imbalanced-algorithms
Python-based implementations of algorithms for learning on imbalanced data.
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GitHub topics
- Updated
- 2022-01-29
- Lists
- 1 list mention
- First commit
- 2016-08-24
- License
- Unknown
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- 1 open
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- 67
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- 114 commits
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- No 7-day history
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- No 7-day history
chasedehan/BoostARoota
A fast xgboost feature selection algorithm
GitHub topics
- Updated
- 2026-06-30
- Lists
- 1 list mention
- First commit
- 2017-08-23
- License
- MIT
- Issues
- 2 open
232
stars
- Forks
- 36
- Commits
- 47 commits
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- No 7-day history
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analysiscenter/batchflow
BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.
GitHub topics
- Updated
- 2026-06-22
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- 1 list mention
- First commit
- 2017-03-13
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- Apache-2.0
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- 42 open
206
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- 45
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- 5,619 commits
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azukds/tubular
Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.
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- 2026-07-06
- Lists
- 1 list mention
- First commit
- 2021-04-23
- License
- BSD-3-Clause
- Issues
- 67 open
103
stars
- Forks
- 27
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- 2,436 commits
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prodmodel/prodmodel
Build, test, deploy, iterate - Dev and prod tool for data science pipelines
GitHub topics
- Updated
- 2026-04-13
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- 2 list mentions
- First commit
- 2019-03-24
- License
- NOASSERTION
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- 8 open
59
stars
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- 3
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- 165 commits
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chrislemke/sk-transformers
A collection of pandas & scikit-learn compatible transformers for preprocessing and feature engineering 🛠
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- 2025-11-24
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- 1 list mention
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- 2022-09-18
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- MIT
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- 1 open
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- 0
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- 185 commits
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