Top 23 Python Statistic Projects

• scikit-learn

  28 48,629 9.9 Python

  scikit-learn: machine learning in Python

  

  Project mention: scikit-learn test case results? | reddit.com/r/scikit_learn | 2022-01-05

• statsmodels

  1 7,034 9.6 Python

  Statsmodels: statistical modeling and econometrics in Python

  

  Project mention: Advice required to choose appropriate software for an assignment | reddit.com/r/econometrics | 2021-04-26

  Can't you get a student discount for Stata? R would definitely be able to handle everything. For Python, have a look through the statsmodel package https://github.com/statsmodels/statsmodels

• SonarQube

  www.sonarqube.org

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• boltons

  0 5,687 5.7 Python

  🔩 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

  173 4,216 9.6 Python

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

  

  Project mention: A way to notify my users what new content is on the server | reddit.com/r/PleX | 2022-01-25

• eiten

  4 2,195 0.2 Python

  Statistical and Algorithmic Investing Strategies for Everyone

  Project mention: Has anyone worked on problems involving "portfolio optimization theory"? | reddit.com/r/datascience | 2021-07-29

• pgmpy

  1 1,973 8.4 Python

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

  

  Project mention: [D] Python toolboxes for probabilistic graphical model inference | reddit.com/r/MachineLearning | 2021-11-03

  I do know of a few promising toolboxes such as pgmpy, pymc3, and pyro, but have not used either of them (for this purpose) and am at a bit of a loss picking one to start with.

• sweetviz

  1 1,894 3.9 Python

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

  Project mention: Automated Data Profiling and Attribute Clustering using unsupervised ML techniques | reddit.com/r/datascience | 2021-07-03

  Take a look at this package which computes associations between variables and other viz and can infer some types https://github.com/fbdesignpro/sweetviz

• Scout APM

  scoutapm.com

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  Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  

• github-stats

  4 1,216 9.5 Python

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

  Project mention: My Awesome Github Readme | dev.to | 2021-07-01

  Github Stats:https://github.com/jstrieb/github-stats

• lifetimes

  1 1,214 0.0 Python

  Lifetime value in Python

  Project mention: Customer lifetime value | reddit.com/r/BusinessIntelligence | 2021-10-20

  I've you haven't come across it, I recommend this straightforward library as a starting point https://github.com/CamDavidsonPilon/lifetimes

• pycm

  10 1,204 8.7 Python

  Multi-class confusion matrix library in Python

  Project mention: PyCM 3.4 released: Multi-class confusion matrix library in Python | reddit.com/r/coolgithubprojects | 2022-01-27

• uncertainty-baselines

  3 782 9.5 Python

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

  

  Project mention: Google AI Introduces ‘Uncertainty Baselines Library’ For Uncertainty and Robustness in Deep Learning | reddit.com/r/artificial | 2021-10-17

  Code for https://arxiv.org/abs/2106.04015 found: https://github.com/google/uncertainty-baselines

• sportsipy

  1 312 4.7 Python

  A free sports API written for python

  Project mention: Is there any baseball website that won't get pissed at me scraping it often? | reddit.com/r/Sabermetrics | 2021-06-29

  I have used this for my own projects: https://github.com/roclark/sportsipy

• popmon

  1 226 8.7 Python

  Monitor the stability of a pandas or spark dataframe ⚙︎

  

  Project mention: Monitor the stability of a pandas or spark dataframe | news.ycombinator.com | 2021-09-15

• choochoo

  0 201 6.6 Python

  Training Diary

• fitter

  1 190 5.7 Python

  Fit data to many distributions

  Project mention: Analysing Time-to-Events | reddit.com/r/AskStatistics | 2021-05-21

  Never heard of this library, looks neat. Linking for posterity: https://github.com/cokelaer/fitter

• emerge

  1 116 8.1 Python

  emerge is a source code analysis tool and dependency visualizer that can be used to gather insights about source code structure, metrics, dependencies and complexity of software projects. After scanning the source code of a project it provides you an interactive web interface to explore and analyze your project by using graph structures.

  Project mention: Is it possible to generate a flow diagram from Javascript code? | reddit.com/r/vscode | 2021-09-06

  There's no VS Code extension for it AFAIK, but it's the best (and almost only) tool that I know which can do it for JavaScript code. There's also madge and emerge, in case the first one doesn't fit your needs.

• tokei-pie

  1 111 7.0 Python

  Render tokei's output to interactive sunburst chart.

  Project mention: Tokei-pie: render tokei's output to interactive sunburst chart | news.ycombinator.com | 2021-11-18

• graphsignal

  11 102 7.0 Python

  Graphsignal Logger

  

  Project mention: [P] Model Performance Monitoring in Production | reddit.com/r/MachineLearning | 2021-11-01

  And the logger repo is https://github.com/graphsignal/graphsignal.

• dcor

  1 86 2.6 Python

  Distance correlation and related E-statistics in Python

  Project mention: Highly used R packages with no Python equivalent | reddit.com/r/bioinformatics | 2021-08-07

  BreakoutDetection. I actually started doing something like this, and contributed a few things to the dcor library that could be used for the underlying e-statistics, but I never got around to implementing the whole thing.

• django-ai

  2 69 0.0 Python

  Artificial Intelligence for Django

  Project mention: How to effectively incorporate ML in django? | reddit.com/r/django | 2021-11-18

  You should check https://github.com/math-a3k/django-ai and https://github.com/math-a3k/covid-ht as an integrated way of doing this

• roc_comparison

  1 68 0.4 Python

  The fast version of DeLong's method for computing the covariance of unadjusted AUC.

  

  Project mention: [D]getting a good p-value and confidence interval for cross-validated AUC | reddit.com/r/MachineLearning | 2021-05-12

  https://statisticaloddsandends.wordpress.com/2020/06/07/what-is-the-delong-test-for-comparing-aucs/ https://www.rdocumentation.org/packages/pROC/versions/1.17.0.1 http://pamixsun.github.io/papers/sun2014fast.pdf https://github.com/yandexdataschool/roc_comparison

• speedtest-to-influxdb

  1 41 1.2 Python

  Script to periodically run the Speedtest CLI application by Ookla and post results to InfluxDB. (by aidengilmartin)

  Project mention: Kontinuierliche Überwachung der Internetgeschwindigkeit über die QNAP????? | reddit.com/r/de_EDV | 2021-11-04

• nhlstats

  1 37 0.0 Python

  Thin wrapper library/CLI for accessing the NHL Live API.

  Project mention: NHL goalies save percentage by goal differential | reddit.com/r/hockey | 2021-05-18

  I used the nhlstats tool to download play-by-play and shift data for the current NHL season, and then loaded it into a PostgreSQL database. 99% of the analysis was done using postgres queries, though I did use a little bit of pandas / Seaborn to create charts because of how intertwined those ecosystems are. The queries are relatively complex so I won't break them down here unless there is great demand, but I am planning to release the code to download & process the data once I have it cleaned up a bit.

Python Statistics related posts

• PyCM 3.4 released: Multi-class confusion matrix library in Python
  1 project | reddit.com/r/coolgithubprojects | 27 Jan 2022
• scikit-learn test case results?
  1 project | reddit.com/r/scikit_learn | 5 Jan 2022
• How do you reduce information leakage and bias when going from descriptive analytics to prescriptive analytics?
  1 project | reddit.com/r/datascience | 30 Dec 2021
• Learning python, what next?
  1 project | reddit.com/r/LearnToCode | 29 Dec 2021
• Will I be able to switch into a hardware job if my first job is in data science?
  1 project | reddit.com/r/ElectricalEngineering | 7 Dec 2021
• How to effectively incorporate ML in django?
  4 projects | reddit.com/r/django | 18 Nov 2021
• Minecraft Server Statistics Disord Bot. Now available on Github more info in the comments
  2 projects | reddit.com/r/admincraft | 30 Oct 2021

Index

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