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The Top 23 Python Statistics Data Analysis Open Source Projects

Open source projects categorized as Python Statistics Data Analysis
Categories > Data Processing > Data Analysis
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
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 19 days agopypi pandas-profiling} Downloads
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35most recent commit 3 months agopypi statsmodels} 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 23 days agopypi imbalanced-learn} Downloads
Datascience ⭐ 3,955
Curated list of Python resources for data science.
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
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
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
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
Scikit Mobility ⭐ 653
scikit-mobility: mobility analysis in Python
total releases 4most recent commit 6 months ago
Kdepy ⭐ 515
Kernel Density Estimation in Python
dependent packages 16total releases 34most recent commit 6 months agopypi KDEpy} Downloads
Machine_learning_and_deep_learning ⭐ 492
most recent commit 3 months ago
Popmon ⭐ 461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
dependent packages 2total releases 36most recent commit 9 months agopypi popmon} Downloads
Dabest Python ⭐ 335
Data Analysis with Bootstrapped ESTimation
most recent commit 15 days ago
Scikit Fda ⭐ 240
Functional Data Analysis Python package
dependent packages 5total releases 14most recent commit 5 months agopypi scikit-fda} Downloads
Covid19 Severity Prediction ⭐ 226
Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈
most recent commit 5 months ago
Data Analyst Roadmap ⭐ 221
Based on my own experience, I think this roadmap will answer all the questions of how to become a data analyst from zero, which technologies and programming languages are better to know, what kind of soft skills do we need, how do I start my professional career in this field.
most recent commit 5 months ago
Ml Capsule ⭐ 207
ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
most recent commit 10 months ago
Elephant ⭐ 174
Elephant is the Electrophysiology Analysis Toolkit
dependent packages 14total releases 25most recent commit 3 months agopypi elephant} Downloads
Copulae ⭐ 113
Multivariate data modelling with Copulas in Python
dependent packages 3total releases 23most recent commit 10 months agopypi copulae} Downloads
The 10 Most Depended On Python Statistics Data Analysis 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
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35latest release May 05, 2023most recent commit 3 months agopypi statsmodels} 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 23 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 19 days agopypi pandas-profiling} 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
Kdepy ⭐ 515
Kernel Density Estimation in Python
dependent packages 16total releases 34latest release October 09, 2023most recent commit 6 months agopypi KDEpy} Downloads
Elephant ⭐ 174
Elephant is the Electrophysiology Analysis Toolkit
dependent packages 14total releases 25latest release November 10, 2023most recent commit 3 months agopypi elephant} Downloads
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
Loon ⭐ 45
A Toolkit for Interactive Statistical Data Visualization
dependent packages 7total releases 18latest release June 15, 2023most recent commit a year ago
The 10 Latest Releases In Python Statistics Data Analysis 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
Elephant ⭐ 174
Elephant is the Electrophysiology Analysis Toolkit
dependent packages 14total releases 25latest release November 10, 2023most recent commit 3 months agopypi elephant} Downloads
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
Scikit Fda ⭐ 240
Functional Data Analysis Python package
dependent packages 5total releases 14latest release October 13, 2023most recent commit 5 months agopypi scikit-fda} Downloads
Kdepy ⭐ 515
Kernel Density Estimation in Python
dependent packages 16total releases 34latest release October 09, 2023most recent commit 6 months agopypi KDEpy} 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
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
Popmon ⭐ 461
Monitor the stability of a Pandas or Spark dataframe ⚙︎
dependent packages 2total releases 36latest release July 18, 2023most recent commit 9 months agopypi popmon} 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 23 days agopypi imbalanced-learn} Downloads
Loon ⭐ 45
A Toolkit for Interactive Statistical Data Visualization
dependent packages 7total releases 18latest release June 15, 2023most recent commit a year ago
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