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The Top 23 Python Machine Learning Data Science Statistics Open Source Projects

Open source projects categorized as Python Machine Learning Data Science Statistics
Categories > Data Processing > Data Science
Categories > Machine Learning > Machine Learning
Categories > Data Processing > Statistics
Scikit Learn ⭐ 57,160
scikit-learn: machine learning in Python
dependent packages 11,480total releases 73most recent commit 3 months agopypi scikit-learn} Downloads
Virgilio ⭐ 13,515
Your new Mentor for Data Science E-Learning.
most recent commit 2 years ago
Ydata Profiling ⭐ 11,983
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dependent packages 116total releases 40most recent commit 20 days agopypi pandas-profiling} Downloads
Imbalanced Learn ⭐ 6,680
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
dependent packages 205total releases 32most recent commit 24 days agopypi imbalanced-learn} Downloads
Datascience ⭐ 3,955
Curated list of Python resources for data science.
most recent commit 3 months ago
God Level Data Science Ml Full Stack ⭐ 3,384
A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
most recent commit 4 months ago
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27most recent commit 3 months agopypi statsforecast} Downloads
Data Science Best Resources ⭐ 2,718
Carefully curated resource links for data science in one place
most recent commit 3 months ago
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35most recent commit 5 months agopypi sweetviz} Downloads
Data Science Roadmap ⭐ 2,445
Data Science Roadmap from A to Z
most recent commit 5 months ago
Ml Foundations ⭐ 2,224
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
most recent commit 10 months ago
Awesome Python Data Science ⭐ 2,126
Probably the best curated list of data science software in Python.
most recent commit 6 months ago
Pycm ⭐ 1,413
Multi-class confusion matrix library in Python
dependent packages 13total releases 44most recent commit 3 months agopypi pycm} Downloads
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit 2 years ago
Hackermath ⭐ 1,339
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
most recent commit 6 years ago
Uncertainty Baselines ⭐ 1,324
High-quality implementations of standard and SOTA methods on a variety of tasks.
total releases 6most recent commit 3 months ago
Cracking The Data Science Interview ⭐ 1,291
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
most recent commit 2 years ago
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44most recent commit 4 months agopypi imodels} Downloads
Yt Channels Ds Ai Ml Cs ⭐ 1,084
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
most recent commit 2 years ago
Ai_all_resources ⭐ 647
A curated list of Best Artificial Intelligence Resources
most recent commit 6 months ago
Dataframe Go ⭐ 642
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
dependent packages 14total releases 4most recent commit 3 years ago
Csinva.github.io ⭐ 515
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
most recent commit 3 months ago
Machine_learning_and_deep_learning ⭐ 492
most recent commit 3 months ago
The 10 Most Depended On Python Machine Learning Data Science Statistics Open Source Projects
Scikit Learn ⭐ 57,160
scikit-learn: machine learning in Python
dependent packages 11,480total releases 73latest release October 23, 2023most recent commit 3 months agopypi scikit-learn} Downloads
Imbalanced Learn ⭐ 6,680
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
dependent packages 205total releases 32latest release July 08, 2023most recent commit 24 days agopypi imbalanced-learn} Downloads
Ydata Profiling ⭐ 11,983
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dependent packages 116total releases 40latest release February 03, 2023most recent commit 20 days agopypi pandas-profiling} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Dataframe Go ⭐ 642
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
dependent packages 14total releases 4latest release April 22, 2021most recent commit 3 years ago
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35latest release November 29, 2023most recent commit 5 months agopypi sweetviz} Downloads
Pycm ⭐ 1,413
Multi-class confusion matrix library in Python
dependent packages 13total releases 44latest release June 07, 2023most recent commit 3 months agopypi pycm} Downloads
Omigo Data Analytics ⭐ 13
Data Analytics Library for Python
dependent packages 5total releases 29latest release September 15, 2023most recent commit 3 months agopypi omigo-core} Downloads
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Observations ⭐ 182
Tools for loading standard data sets in machine learning
dependent packages 2total releases 6latest release September 02, 2017most recent commit 6 years agopypi Observations} Downloads
The 10 Latest Releases In Python Machine Learning Data Science Statistics Open Source Projects
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35latest release November 29, 2023most recent commit 5 months agopypi sweetviz} Downloads
Facet ⭐ 483
Human-explainable AI.
total releases 27latest release November 15, 2023most recent commit 5 months ago
Scikit Learn ⭐ 57,160
scikit-learn: machine learning in Python
dependent packages 11,480total releases 73latest release October 23, 2023most recent commit 3 months agopypi scikit-learn} Downloads
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Doubleml For Py ⭐ 365
DoubleML - Double Machine Learning in Python
total releases 17latest release September 18, 2023most recent commit 3 months ago
Omigo Data Analytics ⭐ 13
Data Analytics Library for Python
dependent packages 5total releases 29latest release September 15, 2023most recent commit 3 months agopypi omigo-core} Downloads
Probatus ⭐ 110
Validation of classifiers and data used to develop them
dependent packages 1total releases 36latest release September 13, 2023most recent commit 5 months agopypi probatus} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Fake Data For Learning ⭐ 7
Sample interesting fake data for machine and human learning
total releases 10latest release August 02, 2023most recent commit 9 months ago
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