Pinned

1. tatsu-lab/stanford_alpaca Public

   Code and documentation to train Stanford's Alpaca models, and generate the data.

   Python 25.1k 3.6k

2. Invariant-Self-Supervised-Learning Public

   Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"

   Python 34 3

3. disentangling-vae Public

   Experiments for understanding disentanglement in VAE latent representations

   Python 714 134

4. Neural-Process-Family Public

   Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.

   Jupyter Notebook 160 31

5. SSL-Risk-Decomposition Public

   Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".

   Jupyter Notebook 8

6. lossyless Public

   Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

   Python 96 7