Pinned

1. Faster-Binary-Embeddings-for-Preserving-Euclidean-Distances Faster-Binary-Embeddings-for-Preserving-Euclidean-Distances Public

   Python code of paper "Faster Binary Embeddings for Preserving Euclidean Distances" by Jinjie Zhang and Rayan Saab, ICLR (2021).

   Jupyter Notebook 3

2. YixuanSeanZhou/Quantized_Neural_Nets YixuanSeanZhou/Quantized_Neural_Nets Public

   Code to implement the experiments in "Post-training Quantization for Neural Networks with Provable Guarantees" by Jinjie Zhang, Yixuan Zhou, and Rayan Saab (2022).

   Python 10 1

3. Transformer_From_Scratch Transformer_From_Scratch Public

   Build a transformer (from scratch) for NLP tasks

   Python

4. Sigma-Delta-and-Distributed-Noise-Shaping-Quantization-Methods-for-Random-Fourier-Features Sigma-Delta-and-Distributed-Noise-Shaping-Quantization-Methods-for-Random-Fourier-Features Public

   Implementation of the paper "Sigma-Delta and Distributed Noise-Shaping Quantization Methods for Random Fourier Features".

   Jupyter Notebook 2