Michaelvll

DeepCCA

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.

RISCV_CPU

A FPGA supported RISC-V CPU with 5-stage pipeline implemented in Verilog HDL

myQShor

A implementation of Shor's algorithm written in Python calling Q# for the quantum part

MWCompiler

A Compiler for Mx language @ ACM Class, SJTU 2016

acmdb-ZhanghaoWu

A simple database implementation (SimpleDB) in java.

ACM-Class-Compiler-2019

Official discussion site of compiler course

graphtrans

Representing Long-Range Context for Graph Neural Networks with Global Attention

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

skypilot

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

stanford_alpaca

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

beancount-import

Web UI for semi-automatically importing external data into beancount

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

FLAG

Adversarial Data Augmentation for Graph Neural Networks.

FlexGen

Throughput-oriented systems for large language models on commodity GPUs.

GLUE-Playground

A course work for NLP, CS229, by Prof. Hai Zhao

instruct-eval

This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.

local-Lipschitz

Codes for improving adversarial robustness using local Lipschitz regularization

MIT-6.824

Basic Sources for MIT 6.824 Distributed Systems Class

pna

Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric

pytorch-distributed-resnet

Example of Pytorch Resnet Distributed Training - pulled from https://leimao.github.io/blog/PyTorch-Distributed-Training/

skypilot-catalog

skypilot-celery

This is a simple project for running skypilot on celery

skypilot-ml-pipeline-exp

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding.

torchprofile

A general and accurate MACs / FLOPs profiler for PyTorch models

tpu

Reference models and tools for Cloud TPUs.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

vscode-python

Python extension for Visual Studio Code