Python Statistics

Open-source Python projects categorized as Statistics

Top 23 Python Statistic Projects

  • scikit-learn

    scikit-learn: machine learning in Python

    Project mention: Best Websites For Coders | dev.to | 2023-01-25

    Scikit-learn : A Python module for machine learning build on top of SciPy

  • pandas-profiling

    Create HTML profiling reports from pandas DataFrame objects

    Project mention: pandas-profiling VS Rath - a user suggested alternative | libhunt.com/r/pandas-profiling | 2023-01-12
  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.

  • statsmodels

    Statsmodels: statistical modeling and econometrics in Python

    Project mention: [P] statsmodels.tsa.holtwinters.ExponentialSmoothing results in NaN forecasts and parameters when fitting on entire dataset using known parameters from training model. | reddit.com/r/MachineLearning | 2022-11-19

    I reckon you're more likely to get a good response on their Github page than here. Unless a dev happens to see this post.

  • 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.

  • Tautulli

    A Python based monitoring and tracking tool for Plex Media Server.

    Project mention: Which preset is best for my use case. Apple eco system, have MKV of my own blurays and DVD | reddit.com/r/handbrake | 2023-02-01

    This is what I used to take the screenshot since the plex dashboard lacks the proper information.

  • eiten

    Statistical and Algorithmic Investing Strategies for Everyone

  • sweetviz

    Visualize and compare datasets, target values and associations, with one line of code.

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • pgmpy

    Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

    Project mention: Use data from tables generated in python console, | reddit.com/r/pythonhelp | 2022-02-14

    No need to post the help, here is the DiscreteFactor class https://github.com/pgmpy/pgmpy/blob/eb65f40d2b32bf2ad971181333bb9ed7aefde907/pgmpy/factors/discrete/DiscreteFactor.py

  • statsforecast

    Lightning ⚡️ fast forecasting with statistical and econometric models.

    Project mention: [Discussion] Amazon's AutoML vs. open source statistical methods | reddit.com/r/MachineLearning | 2022-12-12

    In this reproducible experiment, we compare Amazon Forecast and StatsForecast a python open-source library for statistical methods.

  • github-stats

    Better GitHub statistics images for your profile, with stats from private repos too

  • pycm

    Multi-class confusion matrix library in Python

    Project mention: [P] PyCM 3.7 released: ROC curve and Precision-Recall curve are added | reddit.com/r/MachineLearning | 2022-12-16

    The complete change log of this version is available here.

  • lifetimes

    Lifetime value in Python

  • uncertainty-baselines

    High-quality implementations of standard and SOTA methods on a variety of tasks.

  • maloja

    Self-hosted music scrobble database to create personal listening statistics and charts

    Project mention: Spotify discover weekly alternative | reddit.com/r/selfhosted | 2023-01-22

    maloja is a self-hosted alternative to last.fm

  • popmon

    Monitor the stability of a Pandas or Spark dataframe ⚙︎

  • sportsipy

    A free sports API written for python

    Project mention: Some data exports to xlsx, other data does not | reddit.com/r/learnpython | 2022-11-18

    Unfortunately I don't think you're doing anything wrong, I think the sportsipy package is just a wee bit broken. There's a bunch of related (ongoing) issues on the repo about Boxscore failing to pull data from sports-reference.

  • pypinfo

    Easily view PyPI download statistics via Google's BigQuery.

    Project mention: Top PyPI Packages | dev.to | 2022-05-29

    This script runs some others to call pypinfo:

  • 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.

    Project mention: My GitHub profile doesn't show commits to my job's private repo | reddit.com/r/webdev | 2022-09-10

    You can use Contributions-Importer-For-Github to import anonymized commit contribution from repos not associated with your account.

  • fitter

    Fit data to many distributions

  • hierarchicalforecast

    Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

    Project mention: Show HN: Probabilistic hierarchical forecasting with statistical methods | news.ycombinator.com | 2022-11-17
  • pyhf

    pure-Python HistFactory implementation with tensors and autodiff

    Project mention: Examples of PyTorch usages NOT pertaining to Deep Learning? | reddit.com/r/pytorch | 2022-04-29

    pyhf

  • choochoo

    Training Diary

  • meteostat-python

    Access and analyze historical weather and climate data with Python.

    Project mention: Need help finding historical weather data set | reddit.com/r/datasets | 2022-04-22
  • 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). The latest post mention was on 2023-02-01.

Python Statistics related posts

Index

What are some of the best open-source Statistic projects in Python? This list will help you:

Project Stars
1 scikit-learn 52,699
2 pandas-profiling 10,067
3 statsmodels 8,135
4 boltons 6,042
5 Tautulli 4,719
6 eiten 2,461
7 sweetviz 2,305
8 pgmpy 2,264
9 statsforecast 2,194
10 github-stats 2,052
11 pycm 1,347
12 lifetimes 1,345
13 uncertainty-baselines 1,155
14 maloja 555
15 popmon 412
16 sportsipy 396
17 pypinfo 353
18 Contributions-Importer-For-Github 274
19 fitter 266
20 hierarchicalforecast 251
21 pyhf 234
22 choochoo 223
23 meteostat-python 213
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com