How to avoid machine learning pitfalls: a guide for academic researchers :
Tuning Deep Learning - A Playbook by Google
https://github.com/google-research/tuning_playbook
A practical guide for deep learning projects:
Thread by @MattNiessner on Thread Reader App
Fast turnaround times for deep learning experiments:
Thread by @MattNiessner on Thread Reader App
9 Computer Vision Tricks to Improve Performance
Thread by @bhutanisanyam1 on Thread Reader App
A Recipe for Training Neural Networks
https://twitter.com/shaily99/status/1613795799422619650
A complete Weights and Biases tutorial | AI Summer
Common Neural Net Mistakes:
https://twitter.com/karpathy/status/1013244313327681536?lang=en
Practical Advice for Building Deep Neural Networks
Lessons learned from a PhD in Machine Learning
Some Techniques To Make Your PyTorch Models Train (Much) Faster