py-why

PyWhy Joined Mar 2022 View on GitHub

Stars
15,766
across 14 public repos
Rank
#2,422
of 94,827 organizations, top 3%

Repositories with 50+ stars

py-why's repositories with their overall rank
RankRepositoryLanguageStars
7,066

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal...

Python 8,401
13,373

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its...

Jupyter Notebook 4,849
40,038

Causal Discovery in Python. Learning causality from data.

Python 1,712
185,769

Experimental library integrating LLM capabilities to support causal analyses

Python 320
234,982

AutoML for causal inference.

Jupyter Notebook 243
427,915

[Experimental] Global causal discovery algorithms

Python 117
655,623

[Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.

Python 68

Among 94,827 organizations

10k–16k stars: 1,461 organizations, including py-why

Stars along the bottom, and organizations in each band on a log scale

Where the stars are

Languages

  1. Python 10.6k stars, 67% · 5 repos
  2. Jupyter Notebook 5.1k stars, 32% · 2 repos

When they were made

7 repos with 50+ stars, made between 2018 and 2023

Quick stats

Next rank
+2 stars to reach #2,421
Next milestone
+19,228 stars to reach the top 1%
Public repos
14, 7 with 50+ stars
Popular repos
6 over 100 stars, 3 over 1k stars
Top repo
dowhy, #7,066 of all repos, 53% of stars
Smaller repos
56 stars from repos under 50

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