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YLearn, a pun of "learn why", is a python package for causal inference。因果学习,号称可以解决机器学习中的可解释性问题(另外两个是可泛化和稳健性)。

active 2023-08-162025-10-04 (UTC)

Partial coverage20,538 / 26,294 hourly files (78%) · 2 absent upstream · 5,753 failed, retryable2023-08-152026-08-14 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
103
Pushes
7
Pull requests
2
Issues
5
Stars
75
Forks
11

Activity over time

Daily event counts in the loaded window

Line chart, 781 days from 2023-08-16 to 2025-10-04. Pushes: 7 total, peak 2 in a day. Pull requests: 2 total, peak 2 in a day. Issues: 5 total, peak 2 in a day. Comments: 3 total, peak 2 in a day. Stars: 75 total, peak 4 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
BochenLv8113
lixfz6600
zhj20221000
wjqy15101000
Cyue03161010

Recent activity

Latest issues, pull requests and releases

  • Issue comment#56BochenLv2024-01-30 06:42
    Policy Optimization API Usage
  • Issue comment#56BochenLv2024-01-30 06:32
    Policy Optimization API Usage
  • Issue#54BochenLv2024-01-29 06:38
    为什么我的因果图是缺失的
  • Issue comment#56BochenLv2024-01-29 06:36
    Policy Optimization API Usage
  • Issue#56zhj20222024-01-28 04:39
    Policy Optimization API Usage
  • Issue#47BochenLv2023-12-05 02:20
    How to compute CATE for continous treatment?
  • Issue#48BochenLv2023-12-05 02:20
    Dependency on turtle
  • Issue#54wjqy15102023-11-24 15:47
    为什么我的因果图没有显示颜色,且箭头的yes和no都没有呢?
  • Pull request#53BochenLv2023-08-21 10:44
  • Pull request#53Cyue03162023-08-21 10:05

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 75 stars here means stars gained during the window, not the repo's star count.