- stable_diffusion.ipynb: playing around with stable diffusion
- pipeline.ipynb: looking at individual components of the pipeline
- img2img.ipynb: implementing img2img pipeline
- mixprompt.ipynb: implementing Mix Prompting pipeline based on the idea of mixed embeddings
- matmul.ipynb: matrix multiplication from scratch
- meanshift.ipynb: implementing meanshift algorithm
- backprop.ipynb: backpropagation from scratch
- minibatch_training.ipynb: Training in PyTorch
- datasets.ipynb: HuggingFace datasets and plotting
- convolutions.ipynb: creating a CNN
- autoencoder.ipynb: creating a Autoencoder
- reverse_prompt.ipynb: experimentation regarding the FastAI forum discussion on reverse prompt
-
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code i wrote while working through fastai part 2
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