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The Top 23 Data Science Statistics Open Source Projects

Open source projects categorized as Data Science Statistics
Categories > Data Processing > Data Science
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
Probabilistic Programming And Bayesian Methods For Hackers ⭐ 26,097
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
most recent commit 5 months ago
Excelize ⭐ 17,188
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
dependent packages 479total releases 187most recent commit 15 days ago
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 12 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 17 days agopypi imbalanced-learn} Downloads
Boltons ⭐ 6,330
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
dependent packages 187total releases 53most recent commit 3 months agopypi boltons} Downloads
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33most recent commit 6 months ago
Growthbook ⭐ 5,285
Open Source Feature Flagging and A/B Testing Platform
dependent packages 11total releases 49most recent commit 3 months agonpm @growthbook/growthbook} Downloads
Edward ⭐ 4,503
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
dependent packages 1total releases 28most recent commit 4 years agopypi Edward} Downloads
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51most recent commit 3 months agopypi tensorflow-probability} 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
Tablesaw ⭐ 3,328
Java dataframe and visualization library
dependent packages 24total releases 78most recent commit 6 months ago
Xlearn ⭐ 3,000
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
dependent packages 11total releases 10most recent commit 2 years agopypi xlearn} Downloads
Machine Learning With Python ⭐ 2,980
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
most recent commit a year ago
Evidence ⭐ 2,776
Business intelligence as code: build fast, interactive data visualizations in pure SQL and markdown..
most recent commit 3 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
Data Science Roadmap ⭐ 2,445
Data Science Roadmap from A to Z
most recent commit 4 months ago
Data Science Question Answer ⭐ 2,330
A repo for data science related questions and answers
most recent commit 2 years ago
The 10 Most Depended On 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
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
Excelize ⭐ 17,188
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
dependent packages 479total releases 187latest release August 27, 2023most recent commit 15 days ago
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51latest release November 20, 2023most recent commit 3 months agopypi tensorflow-probability} Downloads
Rpy2 ⭐ 465
Interface to use R from Python
dependent packages 264total releases 119latest release September 01, 2023most recent commit 3 months agopypi rpy2} 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 17 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 12 days agopypi pandas-profiling} Downloads
Lifelines ⭐ 2,227
Survival analysis in Python
dependent packages 64total releases 169latest release September 13, 2023most recent commit 3 months agopypi lifelines} Downloads
Mlr ⭐ 1,609
Machine Learning in R
dependent packages 40total releases 24latest release September 29, 2022most recent commit 10 months ago
The 10 Latest Releases In Data Science Statistics Open Source Projects
Collapse ⭐ 556
Advanced and Fast Data Transformation in R
dependent packages 19total releases 38latest release December 07, 2023most recent commit 3 months ago
Diptest ⭐ 11
Python/C++ implementation of Hartigan & Hartigan's dip test, based on Martin Maechler's R package
dependent packages 4total releases 13latest release December 02, 2023most recent commit 3 months agopypi diptest} 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
Probability ⭐ 4,028
Probabilistic reasoning and statistical analysis in TensorFlow
dependent packages 316total releases 51latest release November 20, 2023most recent commit 3 months agopypi tensorflow-probability} Downloads
Facet ⭐ 483
Human-explainable AI.
total releases 27latest release November 15, 2023most recent commit 5 months ago
Growthbook ⭐ 5,285
Open Source Feature Flagging and A/B Testing Platform
dependent packages 11total releases 49latest release November 15, 2023most recent commit 3 months agonpm @growthbook/growthbook} Downloads
Monaco ⭐ 65
Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.
total releases 22latest release November 05, 2023most recent commit 4 months ago
Easystats ⭐ 987
:milky_way: The R easystats-project
total releases 3latest release November 05, 2023most recent commit 4 months ago
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