Resources
This section contains a list of general machine learning resources, resources specific to PyTorch, as well as resources for Python and fastai.
Machine learning
Open-access preprints
Arxiv Sanity Preserver by Andrej Karpathy
ML papers in the computer science category on arXiv
ML papers in the stats category on arXiv
Distill ML research online journal
Advice and sources
Getting help
Stack Overflow [machine-learning] tag
Stack Overflow [deep-learning] tag
Stack Overflow [supervised-learning] tag
Stack Overflow [unsupervised-learning] tag
Stack Overflow [semisupervised-learning] tag
Stack Overflow [reinforcement-learning] tag
Stack Overflow [transfer-learning] tag
Stack Overflow [machine-learning-model] tag
Stack Overflow [learning-rate] tag
Stack Overflow [bayesian-deep-learning] tag
Free introductory courses
Lists of open datasets
PyTorch
Documentation
PyTorch website
PyTorch documentation
PyTorch tutorials
PyTorch online courses
PyTorch examples
Getting help
PyTorch Discourse forum
Stack Overflow [pytorch] tag
Stack Overflow [pytorch-dataloader] tag
Stack Overflow [pytorch-ignite] tag
Pre-trained models
Python
IDE
Project Jupyter
List of IDEs with description
Comparison of IDEs
Emacs Python IDE
Shell
Getting help
fastai
Documentation
Book
Paperback version
Free MOOC version of part 1 of the book
Jupyter notebooks version of the book