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mrdbourke/machine-learning-roadmap

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A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.机器学习路线图。这份机器学习思维导图,包含了机器学习相关的问题、学习步骤、工具、底层数学知识、教程资源等,为如何学习机器学习指出方向。

active 2023-08-15 → 2026-05-28 (UTC)

Complete coverage28,289 / 28,289 hourly files (100%) · 2 absent upstream2023-08-15 → 2026-11-05 (UTC)
Events
1.6K
Pushes
0
Pull requests
0
Issues
5
Stars
1.4K
Forks
167

Activity over time

Daily event counts in the loaded window

Line chart, 1018 days from 2023-08-15 to 2026-05-28. Pushes: 0 total, peak 0 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 5 total, peak 1 in a day. Comments: 2 total, peak 1 in a day. Stars: 1,413 total, peak 84 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
kRiShNa-4294072000
nareshrajkumar8661000
impacterai1000
paythefly-dev1000
Dreamer-231001
Mudassir-A1000
Structurecoder1001

Recent activity

Latest issues, pull requests and releases

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 1,413 stars here means stars gained during the window, not the repo's star count.