Chen Shangyu

Awesome-Deep-Neural-Network-Compression. Summary, Code for Deep Neural Network Quantization

L-OBS. Codes for Layer-wise Optimal Brain Surgeon

MetaQuant. Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019

L-DNQ. Codes for AAAI2019 paper: Deep Neural Network Quantization via Layer-Wise Optimization using Limited Training Data

Co-Prune. Codes for accepted paper "Cooperative Pruning in Cross-Domain Deep Neural Network Compression" in IJCAI 2019.

Airbnb. This repository is for Data Ming project 'Airbnb' from CI6227, NTU, SG

attention-is-all-you-need-pytorch. A PyTorch implementation of the Transformer model in "Attention is All You Need".

Rl-for-LLM-in-Action. Python

LeetCodePratice. Python

BinaryNet.pytorch. Binarized Neural Network (BNN) for pytorch

caffe-train. Python

pytorch-vgg-cifar10. This is the PyTorch implementation of VGG network trained on CIFAR10 dataset

bert. TensorFlow code and pre-trained models for BERT

LittleSearchEngine. Project Codes for NTU Course Information Retrieval

awesome-badges. :trophy: Awesome, badges!

Scarce-Data. Setting and Evaluation Protocol of Scarce Data

caffe. Caffe: a fast open framework for deep learning.

Awesome-System-for-Machine-Learning. A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

transformers. 🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.