# TommyZihao/zihao_course

同济子豪兄的公开课

Repository: https://github.com/TommyZihao/zihao_course
Canonical: https://ross.abutalabs.com/products/zihao_course
License Family: other
Last push: 2025-03-24T02:36:49+00:00

## Health v2 (maintenance only)
Score: 38/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 12, release rhythm 35, longevity 100
- inputs: {"age_days": 1403, "days_push": 528, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1794, forks 186 (observed 2026-08-28T04:05:37.319958+00:00)

## What it is
A collection of open courses by Tongji Zihao (TommyZihao) covering computer vision, graph machine learning, explainable AI, and AI paper reading, with Chinese-language video lectures on Bilibili. The repository also hosts course materials for hands-on projects like image classification, semantic segmentation, and keypoint detection.

## Use cases
- learn computer vision with Stanford CS231N in Chinese
- study graph machine learning and graph neural networks
- read classic AI papers with line-by-line explanations
- learn explainable machine learning and saliency analysis
- build an AI graduation project for image classification
- train custom semantic segmentation models with MMSegmentation
- train keypoint detection models with YOLOv8 and MMPose

## When to choose
- you prefer Chinese-language lectures for AI and machine learning topics
- you want structured video courses paired with hands-on code repositories
- you are a student preparing an AI-related graduation project

## When to avoid
- you need production-ready software rather than course materials
- you require English-only instruction
- you need a formally licensed, reusable codebase (no license is provided)

## Facets
- artifact type: learning-resource
- maturity: active
- function: machine-learning, computer-vision, deep-learning, nlp
- domain: tutorials, machine-learning, computer-vision, education
- platform: cross-platform
- tags: chinese-language, video-course, cs231n, cs224w, graph-machine-learning, explainable-ai, paper-reading, semantic-segmentation, keypoint-detection, image-classification

## Member repositories
- TommyZihao/zihao_course (main) score 38

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:37.319958+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:22:53.241407+00:00, confidence not recorded.
  - readme: https://github.com/TommyZihao/zihao_course (fetched 2026-08-28T04:05:37.319958+00:00, sha ca870c7abec7)
- Data as of 2026-08-30T08:39:29.467469+00:00.