Example-driven multi-framework resource, choose for quick code snippets over a structured course.
A resource for learning about Machine learning & Deep Learning
- 8.5k
- Python
- MIT
TensorFlow 2 tutorials / deep learning education
Structured 30-day hands-on tutorial for learning TensorFlow 2 from basics to deep learning.
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
Example-driven multi-framework resource, choose for quick code snippets over a structured course.
A resource for learning about Machine learning & Deep Learning
Collection of TF2 algorithm examples, choose for minimal code over a long tutorial.
🙄 Difficult algorithm, Simple code.
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
Chinese TF2 tutorial, but unmaintained for years; a quick start for beginners.
tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials
Chinese translation of official docs, outdated but still a reference.
TensorFlow2.0 官方教程翻译,基本概念讲解、实战项目、TensorFlow2.0编程技巧。
TF2 port of Dive into Deep Learning, older but comprehensive.
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可
Full TF2-based book, thorough but outdated (TF2.0 era).
深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
Course materials for a TF2 video course, not updated in 2 years, still useful.
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
Chinese docs translation, outdated but a reference.
TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版
Simple TF2 tutorial samples, outdated but easy to follow.
TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例
Jupyter TF2 examples, outdated but educational.
Jupyter notebooks to help you started with tensorflow 2.0
Focused RNN notebooks in TF2, narrower but useful for RNN specifics.
RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)
Bare-bones TF examples from TF1 era, previous generation.
Bare bone examples of machine learning in TensorFlow
These projects were analysed and named eat_tensorflow2_in_30_days among their alternatives. The relationship is not symmetric — how eat_tensorflow2_in_30_days rates them is a separate judgement, made when eat_tensorflow2_in_30_days is analysed in its own right.
calls eat_tensorflow2_in_30_days “Older Chinese TF2 tutorial series; simpler and shorter than the seed but stale.”
深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
calls eat_tensorflow2_in_30_days “Structured 30-day Chinese tutorial; choose for a paced curriculum, but it is no longer maintained.”
tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials