A collection of papers in the area of photonic design automation

Trace Driven simulator to evaluate network accelerators and communication patterns for distributed DNN training

A resource for learning about Machine learning & Deep Learning

A Fast and Extensible DRAM Simulator, with built-in support for modeling many different DRAM technologies including DDRx, LPDDRx, GDDRx, WIOx, HBMx, and various academic proposals. Described in the…

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

Magenta: Music and Art Generation with Machine Intelligence

A Deep Learning based project for colorizing and restoring old images (and video!)

Curated list of awesome GAN applications and demo

数据和计算科学知识库，分享机器学习系统、数据管理、数据科学原创内容。

使用TensorFlow自己搭建一些经典的CNN模型，并使用统一的数据来测试效果。

MPI programming lessons in C and executable code examples

Lecture and hands-on material for Track 8- Machine Learning of Argonne Training Program on Extreme-Scale Computing

ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale

Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

gem5 version for garnet network backend for ASTRA-sim (http://github.com/astra-sim/astra-sim)

Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》

A Solver for the Wavelength Assignment Problem (RWA) in WDM networks

Material for OpenROAD Tutorial at DAC 2020

Relevent code snippets for the digital optical neural network project in Dirk Englund's group

Benchmarking Deep Learning operations on different hardware

Training Deep Neural Networks for Wireless Resource Management

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

PLCT实验室的公开演讲，或者决定公开的组内报告

java deep learning algorithms and deep neural networks with gpu acceleration