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Top 23 Python Statistic Projects
- Project mention: The Gorman Paradox: Where Are All the AI-Generated Apps? | news.ycombinator.com | 2025-12-14
Another conspicuous thing is the lack of vibe-coded PRs on mature open source projects. Maybe it's because these projects have erected policies limiting AI contributions, but given the high scores on SWEBench, you'd expect _something_ to come of it?
And yet in real world use you get stuff like https://github.com/scikit-learn/scikit-learn/pull/32101
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ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
WhatTheDuck does SQL with duckdb-wasm IIRC
Pygwalker does open-source descriptive statistics and charts from pandas dataframes: https://github.com/Kanaries/pygwalker
ydata-profiling does Exploratory Data Analysis (EDA) with Pandas and Spark DataFrames and integrates with various apps: https://github.com/ydataai/ydata-profiling
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boltons
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
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statsforecast – Forecasting with statistical and econometric models
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Stream
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
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uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
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causal-learn
Causal Discovery in Python. It also includes (conditional) independence tests and score functions.
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hierarchicalforecast
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
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pytensor
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
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Contributions-Importer-For-Github
This tool helps users to import contributions to GitHub from private git repositories, or from public repositories that are not hosted in GitHub.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).
Python Statistics discussion
Python Statistics related posts
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Predicting Tomorrow's Tremors: A Machine Learning Approach to Earthquake Nowcasting in California
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Statsforecast: Fast Python forecasting with statistical and econometric models
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Tea Tasting: Python package for statistical analysis of A/B tests
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tea-tasting VS confidence - a user suggested alternative
2 projects | 16 Aug 2024 -
The Truth About Linear Regression
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Show HN: Aurora – Problem solving focused statistical and ML software toolkit
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How to Build a Logistic Regression Model: A Spam-filter Tutorial
- A note from our sponsor - InfluxDB www.influxdata.com | 22 Dec 2025
Index
What are some of the best open-source Statistic projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | scikit-learn | 64,346 |
| 2 | ydata-profiling | 13,311 |
| 3 | statsmodels | 11,158 |
| 4 | imbalanced-learn | 7,070 |
| 5 | boltons | 6,808 |
| 6 | Tautulli | 6,245 |
| 7 | statsforecast | 4,632 |
| 8 | github-stats | 3,314 |
| 9 | eiten | 3,079 |
| 10 | sweetviz | 3,054 |
| 11 | maloja | 1,583 |
| 12 | uncertainty-baselines | 1,551 |
| 13 | causal-learn | 1,518 |
| 14 | pycm | 1,490 |
| 15 | geomstats | 1,433 |
| 16 | hierarchicalforecast | 720 |
| 17 | pytensor | 570 |
| 18 | meteostat-python | 546 |
| 19 | sportsipy | 536 |
| 20 | popmon | 509 |
| 21 | pypinfo | 440 |
| 22 | fitter | 408 |
| 23 | Contributions-Importer-For-Github | 378 |
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