snowkylin/tensorflow-handbook resource
简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程 observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2800
- days_rel: n/a
- days_push: 1261
- n_releases_24m: 0
Adoption not part of the score
3925 stars · 817 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A concise open-source handbook (available online at tf.wiki in Simplified Chinese, Traditional Chinese, and English) for getting started with TensorFlow 2, based on Keras and Eager Execution. It includes example Jupyter Notebook code covering model building, training, deployment, and TensorFlow modules like tf.data and TensorBoard.
Use cases
- learn tensorflow 2 from scratch
- tensorflow 2 tutorial with keras
- understand eager execution in tensorflow
- find example code for cnn and rnn in tensorflow
- learn to deploy tensorflow models with tf serving
- tensorflow study guide in chinese
- gpu setup guide for tensorflow
When to choose
- you have basic Python and machine learning knowledge and want a quick, practical introduction to TensorFlow 2
- you prefer a free bilingual (Chinese/English) online book with runnable example code
- you want coverage of both model training and deployment topics like TensorFlow Serving
When to avoid
- you need up-to-date coverage of the latest TensorFlow versions, as the content targets TensorFlow 2.0-2.2
- you want a formal textbook with a license file and active maintenance guarantees
- you are learning PyTorch or another framework
Facets
learning-resource · maturity maintenance
machine-learning deep-learning documentation deep-learning machine-learning tutorials education python cross-platform tensorflow keras eager-execution handbook jupyter-notebook chinese bilingual
6 sources
- readme: https://github.com/snowkylin/tensorflow-handbook · fetched 2026-08-28 · b40ae91aa72a
- homepage: https://tf.wiki · fetched 2026-08-29 · ff083e25bb00
- site_page: https://tf.wiki/zh_hans/basic/installation.html · fetched 2026-08-29 · e723b4cfbb97
- site_page: https://tf.wiki/zh_hant/basic/installation.html · fetched 2026-08-29 · 11f73db1dd7c
- site_page: https://tf.wiki/en/basic/installation.html · fetched 2026-08-29 · 49d24358e73f
- site_page: https://tf.wiki/en/deployment/serving.html · fetched 2026-08-29 · edfcafa41f50
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| snowkylin/tensorflow-handbook | main | 32 |
For agents
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