Code for https://www.youtube.com/c/mildlyoverfitted.
Name | Video | Code |
---|---|---|
Custom optimizer in PyTorch | link | link |
Differentiable augmentation for GANs (using Kornia) | link | link |
DINO in PyTorch | link | link |
GPT in PyTorch | link | link |
Gradient with respect to input in PyTorch (FGSM attack + Integrated Gradients) | link | link |
Growing neural cellular automata in PyTorch | link | link |
Integer embeddings in PyTorch | link | link |
Mixup in PyTorch | link | link |
MLP-Mixer in Flax and PyTorch | link | link |
Mocking neural networks: unit testing in deep learning | link | link |
NumPy equality testing | link | link |
PonderNet in PyTorch | link | link |
Product quantization in Faiss and from scratch | link | link |
SIREN in PyTorch | link | link |
The Lottery Ticket Hypothesis and pruning in PyTorch | link | link |
The Sensory Neuron as a Transformer in PyTorch | link | link |
torch.nn.Embedding explained (+ Character-level language model) |
link | link |
Vision Transformer in PyTorch | link | link |
Visualizing activations with forward hooks (PyTorch) | link | link |