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1. audiosep audiosep Public

   Audio source separation project done at MVA - Pytorch Lightning, Wandb, ~ 1000 runs !

   Jupyter Notebook

2. ppca-torch ppca-torch Public

   A torch implementation of PPCA and MPPCA in sklearn style + experiments (done for PGM course at MVA)

   Jupyter Notebook 1

3. aygoun/mva-deep-learning-nano-gpt aygoun/mva-deep-learning-nano-gpt Public

   Implementation and experiments around a small GPT-2-style language model (training, scaling, tokenization, precision, KV-cache, and generation metrics).

   Jupyter Notebook

4. snlp snlp Public

   For MVA SNLP course, to reproduce and extend experiments of Deng et al. 2025, Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders

   Python