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1. pytorch-scarf pytorch-scarf Public

   Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representation of tabular data using contrastive learning. It is inspire…

   Python 95 19

2. wukong-recommendation wukong-recommendation Public

   Implements the paper "Wukong: Towards a Scaling Law for Large-Scale Recommendation" from Meta.

   Python 88 9

3. scratch-llm scratch-llm Public

   From-scratch Llama 2-inspired Transformer in PyTorch for exploring tokenization, pre-training, and inference.

   Python 39 9

4. evidential-deeplearning evidential-deeplearning Public

   Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neural network.

   Python 30 6

5. parqstream parqstream Public

   High-performance Parquet dataloader for ML pipelines with multithreaded prefetching to keep GPU busy.

   Rust 5

6. rust-bandits rust-bandits Public

   Real-time Rust experimentation platform with UCB and Thompson Sampling bandits, persistent state, and recovery.

   Rust 1