MLEveryday/practicalAI-cnGitHub
choose when you want a concise exercise-driven Chinese PyTorch course instead of a broad handbook.
AI实战-practicalAI 中文版
- 6.9k
- Jupyter Notebook
- MIT
active6mo ago
zergtant/pytorch-handbook Alternatives
PyTorch deep learning education / Chinese tutorial handbook
An open-source Chinese handbook (Jupyter notebooks) that teaches PyTorch and deep learning to beginners with tested code examples.
Drop-in peers
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
mrdbourke/pytorch-deep-learningGitHub
choose when you want an up-to-date English video-led PyTorch course instead of a Chinese handbook.
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
- 18.8k
- Jupyter Notebook
- MIT
slowing8mo ago
datawhalechina/leedl-tutorialGitHub
choose when you want lecture-aligned Chinese deep-learning notebooks with more theory than the seed.
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
- 16.7k
- Jupyter Notebook
- NOASSERTION
slowing11mo ago
Same job, different approach
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
jeffheaton/t81_558_deep_learningGitHub
choose when you want a Keras/TensorFlow university course with video lectures rather than a PyTorch-only handbook.
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
- 5.7k
- Jupyter Notebook
- NOASSERTION
active6mo ago
fastai/fastbookGitHub
choose when you want a fastai high-level API book with top-down teaching instead of PyTorch internals.
The fastai book, published as Jupyter Notebooks
- 25.3k
- Jupyter Notebook
- NOASSERTION
active25d ago
MITDeepLearning/introtodeeplearningGitHub
choose when you want a rigorous MIT-style deep learning course with TensorFlow labs.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
- 8.8k
- Jupyter Notebook
- MIT
slowing9mo ago
aladdinpersson/Machine-Learning-CollectionGitHub
choose when you want code-first tutorials across multiple frameworks rather than a coherent handbook.
A resource for learning about Machine learning & Deep Learning
- 8.5k
- Python
- MIT
dormant2.1y ago
ageron/handson-mlpGitHub
choose when you want a comprehensive ML book covering multiple libraries instead of a PyTorch-focused handbook.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging Face libraries.
- 2.0k
- Jupyter Notebook
- Apache-2.0
active1mo ago
d2l-ai/d2l-zhGitHub
choose when you want a deeper, multi-framework interactive textbook with math and exercises, accepting less recent updates.
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
- 80.8k
- Python
- Apache-2.0
dormant2.2y ago
aymericdamien/TensorFlow-ExamplesGitHub
choose when you want TensorFlow example snippets rather than PyTorch tutorials.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
- 43.7k
- Jupyter Notebook
- NOASSERTION
dormant2.2y ago
nndl/nndlGitHub
choose when you want a theoretical Chinese neural-network textbook rather than hands-on PyTorch code.
邱锡鹏《神经网络与深度学习》第二版与通识版：电子书、章节目录、学习资源与勘误。
- 19.2k
- none
active1mo ago
Older generation, or narrower
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
MorvanZhou/PyTorch-TutorialGitHub
choose if you want the classic Morvan Chinese PyTorch walkthrough despite being outdated.
Build your neural network easy and fast, 莫烦Python中文教学
- 8.5k
- Jupyter Notebook
- MIT
dormant3.6y ago
amusi/PyTorch-From-Zero-To-OneGitHub
choose if you want an early concise Chinese PyTorch intro despite being severely outdated.
PyTorch从入门到精通
- 885
- none
dormant6.2y ago
Hvass-Labs/TensorFlow-TutorialsGitHub
choose if you need the legacy TensorFlow 1.x tutorial style; otherwise superseded.
TensorFlow Tutorials with YouTube Videos
- 9.3k
- Jupyter Notebook
- MIT
dormant5.7y ago
Listed as an alternative to
These projects were analysed and named pytorch-handbook among their alternatives. The relationship is not symmetric — how pytorch-handbook rates them is a separate judgement, made when pytorch-handbook is analysed in its own right.
aymericdamien/TensorFlow-ExamplesGitHub
calls pytorch-handbook “Choose for a PyTorch-specific structured handbook in Chinese rather than TensorFlow examples.”
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
43.7kJupyter Notebookdormant
janishar/mit-deep-learning-book-pdfGitHub
calls pytorch-handbook “Open-source PyTorch deep learning handbook in Chinese; choose it for a PyTorch-focused practical introduction.”
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
14.2kJavaslowing
rasbt/python-machine-learning-bookGitHub
calls pytorch-handbook “Choose for a PyTorch-centric deep learning handbook.”
The "Python Machine Learning (1st edition)" book code repository and info resource
12.6kJupyter Notebookactive
Hvass-Labs/TensorFlow-TutorialsGitHub
calls pytorch-handbook “A book-style PyTorch tutorial; pick for a structured PyTorch introduction.”
TensorFlow Tutorials with YouTube Videos
9.3kJupyter Notebookdormant
Avik-Jain/100-Days-Of-ML-CodeGitHub
calls pytorch-handbook “choose for a PyTorch-specific handbook; narrower framework coverage than the seed.”
100 Days of ML Coding
51.8kdormant
yunjey/pytorch-tutorialGitHub
calls pytorch-handbook “Previous-generation PyTorch handbook, still useful but not actively maintained (last push 2.1y).”
PyTorch Tutorial for Deep Learning Researchers
32.5kPythondormant
nndl/nndlGitHub
calls pytorch-handbook “choose for PyTorch-specific hands-on tutorials; it lacks the theoretical depth and comprehensiveness of the seed.”
邱锡鹏《神经网络与深度学习》第二版与通识版：电子书、章节目录、学习资源与勘误。
19.2kactive
datawhalechina/leedl-tutorialGitHub
calls pytorch-handbook “PyTorch-specific handbook, stale and limited to that framework.”
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
16.7kJupyter Notebookslowing
lazyprogrammer/machine_learning_examplesGitHub
calls pytorch-handbook “When you want a Chinese-language PyTorch handbook, but it's older and not updated recently.”
A collection of machine learning examples and tutorials.
8.9kPythonactive
MITDeepLearning/introtodeeplearningGitHub
calls pytorch-handbook “Choose when you want a beginner PyTorch handbook in Chinese rather than MIT's full DL course; it is older and framework-specific.”
Lab Materials for MIT 6.S191: Introduction to Deep Learning
8.8kJupyter Notebookslowing
aladdinpersson/Machine-Learning-CollectionGitHub
calls pytorch-handbook “For a Chinese PyTorch handbook, but it is no longer updated.”
A resource for learning about Machine learning & Deep Learning
8.5kPythondormant
MorvanZhou/PyTorch-TutorialGitHub
calls pytorch-handbook “Choose it as an older but still valid Chinese PyTorch handbook if you prefer a book-style reference.”
Build your neural network easy and fast, 莫烦Python中文教学
8.5kJupyter Notebookdormant
rasbt/python-machine-learning-book-2nd-editionGitHub
calls pytorch-handbook “When you need a PyTorch-focused deep learning tutorial in Chinese rather than sklearn/TensorFlow.”
The "Python Machine Learning (2nd edition)" book code repository and info resource
7.2kJupyter Notebookdormant
MLEveryday/practicalAI-cnGitHub
calls pytorch-handbook “When you want a Chinese language handbook focused on learning PyTorch's APIs, but it does not cover the seed's full ML/DL scope.”
AI实战-practicalAI 中文版
6.9kJupyter Notebookactive