# kzbkzb/Python-AI

深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch

Repository: https://github.com/kzbkzb/Python-AI
Canonical: https://ross.abutalabs.com/products/python-ai
Homepage: https://github.com/kzbkzb/Python-AI
Language: Jupyter Notebook
License Family: other
Topics: dl, tensorflow2, nlp, ml, cv, python, python3, pytorch
Last push: 2025-09-22T02:32:14+00:00

## Health v2 (maintenance only)
Score: 52/100 (v2, computed 2026-09-03T02:39:23.370411+00:00)
- activity 43, release rhythm 35, longevity 100
- inputs: {"age_days": 1781, "days_push": 346, "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 3173, forks 503 (observed 2026-08-28T04:07:47.535852+00:00)

## What it is
A collection of 100 runnable deep learning examples in Jupyter Notebooks covering image classification, object detection, and NLP text classification using TensorFlow and PyTorch. It also curates links to machine learning textbooks and interview preparation notes.

## Use cases
- learn deep learning with hands-on examples
- classify images with CNNs like VGG-16
- detect objects in images
- build text classification models with NLP
- practice TensorFlow and PyTorch with runnable notebooks
- prepare for machine learning interviews
- find beginner-friendly deep learning tutorials

## When to choose
- you are a beginner wanting step-by-step deep learning examples with data included
- you prefer learning through Jupyter notebooks in Chinese
- you want side-by-side TensorFlow and PyTorch practice

## When to avoid
- you need production-ready, licensed code for a real project
- you need English-language documentation
- you want a maintained library or framework rather than tutorials

## Facets
- artifact type: learning-resource
- maturity: active
- function: deep-learning, machine-learning, nlp, computer-vision, image-processing
- domain: deep-learning, machine-learning, computer-vision, tutorials
- platform: python
- tags: jupyter-notebooks, tensorflow, pytorch, chinese-language, image-classification, object-detection, text-classification, educational, natural-language-processing

## Member repositories
- kzbkzb/Python-AI (main) score 52

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:47.535852+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 2026-08-29T18:45:27.621777+00:00, confidence not recorded.
  - readme: https://github.com/kzbkzb/Python-AI (fetched 2026-08-28T04:07:47.535852+00:00, sha fe2cd81c343c)
  - homepage: https://github.com/kzbkzb/Python-AI (fetched 2026-08-29T09:39:30.374376+00:00, sha 999f65e5461f)
- Data as of 2026-08-30T08:39:29.467469+00:00.