chiphuyen/stanford-tensorflow-tutorials resource
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. observed · 2026-08-28
Health v2 · maintenance only
10/100
- Activity 0
- Release rhythm 8
- Longevity 100
Flags: archived
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3588
- days_rel: n/a
- days_push: 2080
- n_releases_24m: 0
Adoption not part of the score
10371 stars · 4247 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Code examples and exercises for Stanford's CS 20 course, TensorFlow for Deep Learning Research, taught by Chip Huyen. It walks learners from basic TensorFlow graphs through CNNs, RNNs, chatbots, and other NLP models.
Use cases
- learn tensorflow for deep learning
- study stanford cs20 course materials
- find tensorflow code examples for nlp
- learn to build a chatbot in tensorflow
- understand rnn and cnn implementations in tensorflow
- get started with tensorflow 1.x tutorials
When to choose
- you want structured, university-style course material for TensorFlow
- you are learning deep learning fundamentals with hands-on Python examples
- you need reference implementations of NLP models like chatbots and seq2seq
When to avoid
- you use TensorFlow 2.x or Keras, since this targets TensorFlow 1.4
- you need production-ready or maintained library code
- you want PyTorch or modern framework tutorials
Facets
learning-resource · maturity maintenance
machine-learning deep-learning nlp deep-learning machine-learning tutorials python tensorflow course-materials stanford cs20 educational deprecated-tensorflow-1x natural-language-processing
2 sources
- readme: https://github.com/chiphuyen/stanford-tensorflow-tutorials · fetched 2026-08-28 · 86a82faa1822
- homepage: http://cs20.stanford.edu · fetched 2026-08-29 · 5f412af74a26
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| chiphuyen/stanford-tensorflow-tutorials | main | 10 |
For agents
markdown · JSON · MCP: product_card(name="chiphuyen/stanford-tensorflow-tutorials")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem