05 — Deep Learning¶
Neural networks in production practice: PyTorch, TensorFlow, and Keras.
Scope¶
Cheat sheets for building, training, and optimizing deep learning models. Classical ML belongs to 04-Machine-Learning; GPU topics to 29-Hardware-GPU.
Planned Cheat Sheets¶
- PyTorch Essentials — tensors, autograd, nn.Module, training loops
- TensorFlow & Keras Essentials — models, layers, callbacks
- Training & Optimization — schedulers, regularization, mixed precision
Contribute¶
- Template: CHEATSHEET_TEMPLATE.md
- Guide: CONTRIBUTING.md