Projects

Updated 5 months ago

Reproducing the MET framework with PyTorch

adversarial-learning hydra masked-autoencoder pytorch pytorch-lightning self-supervised-learning taskfile transformers

Updated 5 months ago

Reproducing the VIME framework for self- and semi-supervised learning to tabular domain.

hydra pytorch pytorch-lightning self-supervised-learning semi-supervised-learning taskfile

Updated 5 months ago

Experimenting with various autoencoder architectures.

autoencoder denoising-autoencoders hydra pytorch pytorch-lightning self-supervised-learning siamese-network simsiam-pytorch taskfile

Updated 5 months ago

Using unsupervised learning and language modeling to cluster and reorganize web bookmarks.

bert-embeddings bertopic bookmarks clustering generative-modeling hdbscan hydra llm openai taskfile umap unsupervised-learning

Updated 5 months ago

Reproducing the SCARF framework with PyTorch

contrastive-learning hydra pytorch pytorch-lightning scarf self-supervised-learning taskfile

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