Mingcong-Cao

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

p5.js

p5.js is a client-side JS platform that empowers artists, designers, students, and anyone to learn to code and express themselves creatively on the web. It is based on the core principles of Processing. http://twitter.com/p5xjs —

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

Hands-on-RL

https://hrl.boyuai.com/

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

dreamerv3

Mastering Diverse Domains through World Models

DRL-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

mamba.py

A simple and efficient Mamba implementation in pure PyTorch and MLX.

multimodal-deep-learning

This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.

get-started-with-JAX

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

ChampSim

ChampSim is an open-source trace based simulator maintained at Texas A&M University and through the support of the computer architecture community.

torchlens

Package for extracting and mapping the results of every single tensor operation in a PyTorch model in one line of code.

covarep

A Cooperative Voice Analysis Repository for Speech Technologies

morl-baselines

Multi-Objective Reinforcement Learning algorithms implementations.

flashbax

⚡ Flashbax: Accelerated Replay Buffers in JAX

Pythia

A customizable hardware prefetching framework using online reinforcement learning as described in the MICRO 2021 paper by Bera et al. (https://arxiv.org/pdf/2109.12021.pdf).

ResNet-for-Radio-Recognition

Implementation and improvement of "Over the Air Deep Learning Based Radio Signal Classification"

Deep-Learning-Based-Radio-Signal-Classification

Final Project for AI Wireless

popjaxrl

Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]

M-SENA

M-SENA: All-in-One Platform for Multimodal Sentiment Analysis

BBFN

This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis

MountainCar_DQN_RND

Playing Mountain-Car without reward engineering, by combining DQN and Random Network Distillation (RND)

mbrl-smdp-ode

PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020

Scalability-Phase-Simpoint-of-SPEC-CPU2017

pinplay-tools

A collection of C/C++ programs and Python scripts to be used in conjunction with Intel Software Development Emulator (Intel SDE, available externally separately). The purpose is to use record/replay functionality in SDE for program analysis.

PDMORL-Preference-Driven-Multi-Objective-Reinforcement-Learning-Algorithm

A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preference space in a given domain.

repo759

About repo with information useful for the Fall 2024 offering of ECE 759 - High Performance Computing for Applications in Engineering