xcwanAndy

csRNA

astra-sim

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

coflowsim

Flow-level simulator for coflow scheduling used in Varys and Aalo

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

examples

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

gccl

incubator-mxnet

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

kube-ansible

Build a Kubernetes cluster using Ansible playbooks. :wrench: :wrench: :wrench:

kubeadm-ansible

kubernetes-the-hard-way

Bootstrap Kubernetes the hard way on Google Cloud Platform. No scripts.

mac-dev-setup

A beginner's guide to setting up a development environment on macOS

mlt_byteps

models

Models and examples built with TensorFlow

Notebooks

Notebooks

puffer

Puffer is a free live TV streaming website and a research study at Stanford using machine learning to improve video streaming

ragdoll

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

Tartan

Tartan: Evaluating Modern GPU Interconnect via a Multi-GPU Benchmark Suite

tensorflow

An Open Source Machine Learning Framework for Everyone

webgraph

WebGraph is a framework for graph compression.

xcwanandy.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics