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ForceInjection / AI-fundamentals

AI 基础知识 - GPU 架构、CUDA 编程、大模型基础及AI Agent 相关知识。

AI fundamentals - knowledge of GPU architecture, CUDA programming, large model basics, and AI Agents. Machine translation by Claude Sonnet 5.5. A wrong translation? Report an error

Stars
3,353 stars
Forks
512 forks
Language
HTML
License
APACHE-2.0
Created
Sep 23, 2024
Last push
Nov 8, 2026
Updated
Nov 8, 2026
Why these Tags: an agent read the README and quoted it
  • Tutorial from the readme: 手搓 Attention:从三行循环到看懂 FlashAttention:小白入门向,四版递进实跑验证,含 6 张手绘图 (machine translation by Claude Sonnet 5.5: Hand-coding Attention: From a Three-Line Loop to Understanding FlashAttention: A Beginner-Friendly Introduction, Four Progressive Versions Actually Run and Verified, Including 6 Hand-Drawn Diagrams)

An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an error with the form at the end of this page.

Admitted to the Repository Index on Nov 7, 2026: +102 stars in 7 days.

Star History

185 days recorded, May 8, 2026 – Nov 8, 2026 (UTC). Net change +2,207 stars.

Stars at the end of each day 3,353 now
May 8, 2026 Nov 8, 2026
Net stars each day highest +28
+28 on Nov 3, 2026 v4.0, Sep 29, 2026
May 8, 2026 Nov 8, 2026

The star count of each day is the latest count minus the net stars of the later days.

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Star History chart

[![Star History of ForceInjection/AI-fundamentals](https://awesomerepos.com/ForceInjection/AI-fundamentals/stars.svg)](https://awesomerepos.com/ForceInjection/AI-fundamentals)

Badge

[![AwesomeRepos](https://awesomerepos.com/ForceInjection/AI-fundamentals/badge.svg)](https://awesomerepos.com/ForceInjection/AI-fundamentals)

Timeline

It gained stars on each of the 185 days recorded since May 8, 2026.

Its largest 7 days were Aug 31, 2026 to Sep 6, 2026: 126 stars.

In the 30 days to Nov 8, 2026 it got 402 stars, 9% more than in the 30 days before.

It had 1,146 stars before May 8, 2026 and has 3,353 stars now: 1,647 fewer than 5,000.

  1. Created on the Repository Host
  2. Release v2.0
  3. Release v3.0
  4. +27 stars in one day
  5. +26 stars in one day
  6. Release v4.0
  7. Largest star day recorded: +28 stars
  8. Entered the Repository Index: +102 stars in 7 days
  9. Latest push

The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.

Forks and pushes

From 2 Observations, Nov 8, 2026 – Nov 9, 2026. Forks +2. AwesomeRepos saw a new push on 1 of 1 days.

Forks 512
  1. Nov 9, 2026: new push

A filled day: the last push time changed since the Observation before it.

Health facts

Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos last read these facts from GitHub on Nov 9, 2026. How AwesomeRepos defines each check

Copies a prompt for a coding agent. It has 5 tasks for the maintainers of ForceInjection/AI-fundamentals.

Maintenance

4 of 4 checks
  • Yes: Not archived

    GitHub does not mark the repository as archived. Source

  • Yes: A push in the last 90 days

    Last push on 2026-11-08, 1 day ago. Source

  • Yes: Commits in the last 13 weeks

    161 commits on the default branch in the last 13 weeks (GitHub, 2026-11-09). Source

  • Yes: Commits in 26 or more of the last 52 weeks

    Commits in 52 of the last 52 weeks (GitHub, 2026-11-09). Source

  1. 3
  2. 6
  3. 3
  4. 7
  5. 6
  6. 3
  7. 9
  8. 4
  9. 15
  10. 21
  11. 6
  12. 3
  13. 7
  14. 6
  15. 3
  16. 8
  17. 7
  18. 18
  19. 26
  20. 39
  21. 28
  22. 34
  23. 26
  24. 13
  25. 2
  26. 29
  27. 25
  28. 67
  29. 18
  30. 3
  31. 9
  32. 24
  33. 24
  34. 15
  35. 4
  36. 3
  37. 21
  38. 17
  39. 6
  40. 4
  41. 6
  42. 9
  43. 8
  44. 16
  45. 31
  46. 7
  47. 15
  48. 4
  49. 19
  50. 10
  51. 9
  52. 23
Commits on the default branch each week, the oldest week at the left.

Releases

1 of 3 checks
  • Yes: A release in the last 365 days

    Newest release v4.0 on 2026-09-29, 41 days ago. 2 releases in the last 365 days. Source

  • No: The newest release tag is a semantic version

    The newest release tag is v4.0. Source

  • No: A changelog file at the root

    No changelog file at the root (GitHub, 2026-11-09).

Security practice

0 of 1 check
  • No: A security policy

    GitHub finds no security policy (GitHub, 2026-11-09).

OpenSSF Scorecard has no result for this repository from the last 90 days.

Community files

1 of 3 checks
  • Yes: A licence

    GitHub finds the licence APACHE-2.0. Source

  • No: A contributing guide

    GitHub finds no contributing guide (GitHub, 2026-11-09).

  • No: A code of conduct

    GitHub finds no code of conduct (GitHub, 2026-11-09).

Dependencies in the index

This section shows the packages that connect this repository to other repositories in the index.

The GitHub dependency graph of this repository names 84 direct packages (scanned on Nov 9, 2026). Packages from 36 other repositories in the index are among them.

No scanned repository names a package from this repository.

Uses (8 of 36) Used by ForceInjection/AI-fundamentals langchain-ai/langchain langchain-ai/langchain scikit-learn/scikit-learn scikit-learn/scikit-learn Textualize/rich Textualize/rich psf/requests psf/requests pandas-dev/pandas pandas-dev/pandas streamlit/streamlit streamlit/streamlit langchain-ai/langgraph langchain-ai/langgraph psf/black psf/black None in the scan
An arrow points from the repository that names a package to the repository that the package comes from.

Uses (in the index) · 36

Show all 36

Used by (in the index) · 0

None.

Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package (checked on Nov 3, 2026). A dependency graph also names development packages. deps.dev takes most source repositories from package metadata. How the dependency graph is made

Observations

Latest Observation, Nov 9, 2026: 3,353 stars, 512 forks, last push Nov 8, 2026, not archived. One of 2 Observations since Nov 8, 2026.

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