Repository of notebooks featured on dmicz.github.io.
- Image Compression Using SVD -
/svd_image_compression, explanatory notebook about using Singular Value Decomposition to compress data. - Detecting AI-generated Text with Binoculars -
/binoculars_text_detection, explanatory notebook about how we can detect AI-generated text, using the new Binoculars methodology. - MinViT -
/vision_transformers, notebook on the MinViT model and finetuning ViTs. Full code is at dmicz/minViT. - PCA and Dual PCA on CIFAR-10 -
/pca, explanatory notebook on the performance of PCA and Dual PCA algorithms.