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The Top 23 Python Machine Learning Statistics Open Source Projects

Open source projects categorized as Python Machine Learning Statistics
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
Awesome Quant ⭐ 3,302
中国的Quant相关资源索引
most recent commit 10 months ago
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
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76most recent commit 3 months agopypi mne} Downloads
Data Science Roadmap ⭐ 2,445
Data Science Roadmap from A to Z
most recent commit 5 months ago
Root ⭐ 2,329
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
dependent packages 20total releases 16most recent commit 3 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
Awesome_time_series_in_python ⭐ 1,811
This curated list contains python packages for time series analysis
most recent commit a year ago
Eiten ⭐ 1,557
Statistical and Algorithmic Investing Strategies for Everyone
most recent commit 4 years 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
The 10 Most Depended On Python Machine Learning 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
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76latest release November 20, 2023most recent commit 3 months agopypi mne} 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
Root ⭐ 2,329
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
dependent packages 20total releases 16latest release October 24, 2022most 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 35latest release November 29, 2023most recent commit 5 months agopypi sweetviz} 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
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
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11latest release July 17, 2022most recent commit 21 days agopypi pyriemann} Downloads
The 10 Latest Releases In Python Machine Learning 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
Mne Python ⭐ 2,449
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
dependent packages 187total releases 76latest release November 20, 2023most recent commit 3 months agopypi mne} Downloads
Facet ⭐ 483
Human-explainable AI.
total releases 27latest release November 15, 2023most recent commit 5 months ago
Liesel ⭐ 31
A probabilistic programming framework
total releases 12latest release November 10, 2023most recent commit 4 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
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