gradients

Setup

pip install torch torchvision torcheval fastcore datasets numpy pandas matplotlib tqdm diffusers timm einops

pip install -e miniai

Name		Name	Last commit message	Last commit date
Latest commit History 199 Commits
images		images
miniai		miniai
.gitignore		.gitignore
DDPM.ipynb		DDPM.ipynb
NCA.ipynb		NCA.ipynb
README.md		README.md
accel-sgd.ipynb		accel-sgd.ipynb
activations.ipynb		activations.ipynb
augment.ipynb		augment.ipynb
autoencoder.ipynb		autoencoder.ipynb
backprop.ipynb		backprop.ipynb
convolutions_part_a.ipynb		convolutions_part_a.ipynb
convolutions_part_b.ipynb		convolutions_part_b.ipynb
dataloader.ipynb		dataloader.ipynb
fid.ipynb		fid.ipynb
how-does-a-neural-net-really-work.ipynb		how-does-a-neural-net-really-work.ipynb
initializing.ipynb		initializing.ipynb
learner.ipynb		learner.ipynb
linear-model-and-neural-net-from-scratch.ipynb		linear-model-and-neural-net-from-scratch.ipynb
minibatch-training.ipynb		minibatch-training.ipynb
resnet.ipynb		resnet.ipynb
space.ipynb		space.ipynb
style_transfer.ipynb		style_transfer.ipynb
things_jeremy_says_to_do.ipynb		things_jeremy_says_to_do.ipynb
tips_to_improve_training_stability.ipynb		tips_to_improve_training_stability.ipynb