William Buchwalter

local-deep-research. ~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.

genesis-world. Simulation platform for general-purpose robotics & embodied AI learning.

OLMo. Modeling, training, eval, and inference code for OLMo

llm-foundry. LLM training code for Databricks foundation models

fms-fsdp. 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash attention v2.

ml-engineering. Machine Learning Engineering Open Book

bigscience. Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.

nnsight. The nnsight package enables interpreting and manipulating the internals of deep learned models.

comply. Compliance automation framework, focused on SOC2

X-Adapter. [CVPR 2024] X-Adapter: Adding Universal Compatibility of Plugins for Upgraded Diffusion Model

Startup-CTO-Handbook. The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams

kohya_ss. Python

stable-diffusion. A latent text-to-image diffusion model

Text-to-sound-Synthesis. The source code of our paper "Diffsound: discrete diffusion model for text-to-sound generation"

simulacra-aesthetic-captions. Dataset of prompts, synthetic AI generated images, and aesthetic ratings.

latent-diffusion. High-Resolution Image Synthesis with Latent Diffusion Models

NATSpeech. A Non-Autoregressive Text-to-Speech (NAR-TTS) framework, including official PyTorch implementation of PortaSpeech (NeurIPS 2021) and DiffSpeech (AAAI 2022)

nerf_pl. NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

instant-ngp. Instant neural graphics primitives: lightning fast NeRF and more

svox2. Plenoxels: Radiance Fields without Neural Networks

liveblocks. Realtime infrastructure for multiplayer apps and agents

rich. Rich is a Python library for rich text and beautiful formatting in the terminal.

awesome-production-machine-learning. A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

nlp-roadmap. ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

a-PyTorch-Tutorial-to-Image-Captioning. Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

amdim-public. Public repo for Augmented Multiscale Deep InfoMax representation learning

reinforcement-learning. Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

pysc2-examples. StarCraft II - pysc2 Deep Reinforcement Learning Examples

apex. A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

imagenet18_old. Code to reproduce "imagenet in 18 minutes" DAWN-benchmark entry

firecracker. Secure and fast microVMs for serverless computing.

k8s-ml. 🎱 A demonstration of existing machine learning toolkits on Kubernetes

rclone. "rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Azure Blob, Azure Files, Yandex Files

Freeflow. High performance container overlay networks on Linux. Enabling RDMA (on both InfiniBand and RoCE) and accelerating TCP to bare metal performance. Freeflow requires zero modification on application code/binary.

nvidia_gpu_prometheus_exporter. NVIDIA GPU Prometheus Exporter

k8s-azurekeyvault-sidecar. Go

log2oms. A super tiny agent (binary 5MB, container 12MB) that pushs app logs to Azure Log Analytics (OMS)

build-your-own-x. Master programming by recreating your favorite technologies from scratch.

package. Metaparticle/Package: Language Fluent Containerization and Deployment in Java, .NET and Javascript (and more coming soon)

kubeflow-weekly. Kubeflow weekly

pod-requeue. Kubernetes controller to delete and recreate failed pods stuck in InsufficientFreeCPU or OutOfcpu states

go-internals. A book about the internals of the Go programming language.

hyperopt. Distributed Asynchronous Hyperparameter Optimization in Python

baselines. OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

azure-storage-fuse. A virtual file system adapter for Azure Blob storage

ultra-k8s. Tips + Tricks to scale kubernetes on Azure to 5000 nodes.

k8s-device-plugin. NVIDIA device plugin for Kubernetes

KubeGPU. A GPU / device extension framework for Kubernetes

polyaxon. AI Infra / AI Orchestration / AI Control Plane

AutonomousDrivingCookbook. Scenarios, tutorials and demos for Autonomous Driving

kubeflow. Machine Learning Toolkit for Kubernetes

DLWorkspace. Deep Learning Workspace

tfjs-core. WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

DevOps-For-AI-Apps. This repository contains code samples for building a continuous integration pipeline for an AI application using Azure.

container-engine-accelerators. Collection of tools and examples for managing Accelerated workloads in Kubernetes Engine

what-happens-when-k8s. 🤔 What happens when I type kubectl run?

aws-serverless-workshops. Code and walkthrough labs to set up serverless applications for Wild Rydes workshops

AKS. Azure Kubernetes Service

brigade. Event-driven scripting for Kubernetes

metaparticle-ast. Go

europilot. A toolkit for controlling Euro Truck Simulator 2 with the end-to-end driving model

kubernetes-dev-on-azure. Create a dev env for contributing to Kubernetes on Azure.

the-super-tiny-compiler. :snowman: Possibly the smallest compiler ever

k8scntkSamples. Samples showing how to use CNTK running on Kubernetes

pysc2. StarCraft II Learning Environment

storage. Concurrent, implicit persistence for node.js

s2client-proto. StarCraft II Client - protocol definitions used to communicate with StarCraft II.

Autopilot-TensorFlow. A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

react-slingshot. React + Redux starter kit / boilerplate with Babel, hot reloading, testing, linting and a working example app built in

tensorflow-container-sample. Sample repo to deploy Tensorflow GPU containers to Kubernetes and DCOS

trainer. Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

tensorflow_tutorials. From the basics to slightly more interesting applications of Tensorflow

system-design-primer. Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Deep-learning-with-cats. Deep learning with cats (^._.^)

ecosystem. Integration of TensorFlow with other open-source frameworks

Machine-Learning-Operationalization. Deploying machine learning models to Azure

ksonnet-lib. Codegen for Kubernetes-API-compatible Jsonnet libraries

metaparticle. A new pattern for distributed system development

learnk8. Repository with exercises made to learn Kubernetes

React-Redux-Flask. Boilerplate application for a Python/Flask JWT Backend and a Javascript/React/Redux Front-End with Material UI.

pygta5. Explorations of Using Python to play Grand Theft Auto 5.

CycleGAN. Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

docker-gc. INACTIVE: Docker garbage collection of containers and images

serving. A flexible, high-performance serving system for machine learning models

Spark-Operationalization-On-Azure. Deploying Spark machine learning models to Azure

AirSim. Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Paddle. PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

dockerfiles. Compilation of Dockerfiles with automated builds enabled on the Docker Registry

KubernetesTask. Kubernetes Task for Visual Studio Team Services

universe. Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.

openpilot. openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system on 300+ supported cars.

awesome-starcraftAI. A curated list of resources dedicated to StarCraft AI.

tdb. Interactive, node-by-node debugging and visualization for TensorFlow

AzureML-FlightPrediction. This is detailed documentation for the Azure ML tutorial/workshop on flight prediction.

Deep-Learning-Papers-Reading-Roadmap. Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

og-aws. 📙 Amazon Web Services — a practical guide

coding-interview-university. A complete computer science study plan to become a software engineer.

self-driving-car. The Udacity open source self-driving car project

kubernetes-anywhere. [EOL] {concise,reliable,cross-platform} turnup of Kubernetes clusters

batch-shipyard. Simplify HPC and Batch workloads on Azure

VSTS-AzureServiceFabric. DevOps practices with VSTS + secure Azure Service Fabric

kubernetes-ec2-autoscaler. A batch-optimized scaling manager for Kubernetes

kubernetes-the-hard-way. Bootstrap Kubernetes the hard way. No scripts.

gox. A dead simple, no frills Go cross compile tool

azure-functions-host. The host/runtime that powers Azure Functions

cobra. A Commander for modern Go CLI interactions

iisnode. Hosting node.js applications in IIS on Windows

edge. Run .NET and Node.js code in-process on Windows, MacOS, and Linux

azure-webjobs-sdk. Azure WebJobs SDK

hcsshim. Windows - Host Compute Service Shim

serverless-docker. Build serverless apps with Docker

entropy. An entropy and failure injection management API for Docker platforms.

azure-sdk-for-go. This repository is for active development of the Azure SDK for Go. For consumers of the SDK we recommend visiting our public developer docs at:

serverless. ⚡ Serverless Framework – Effortlessly build apps that auto-scale, incur zero costs when idle, and require minimal maintenance using AWS Lambda and other managed cloud services.

awesome-serverless. :cloud: A curated list of awesome services, solutions and resources for serverless / nobackend applications.

gordon. λ Gordon is a tool to create, wire and deploy AWS Lambdas using CloudFormation

funcy-azure. Funcy Azure is the application framework for building web, mobile, IoT and event-based applications on Azure Functions. It is a command line interface that helps you structure, configure, build and test Azure Functions based applications.

Docker.DotNet. :whale: .NET (C#) Client Library for Docker API

distsys-class. Class materials for a distributed systems lecture series

WSL. Source code behind the Windows Subsystem for Linux documentation.

releng-builder. Mirror of the OpenDaylight releng/builder gerrit project

Virtualization-Documentation. Place to store our documentation, code samples, etc for public consumption.

tfs-cli. Cross-platform CLI for Microsoft Team Foundation Server and Visual Studio Team Services

cash. Cross-platform Linux commands in ES6

PartsUnlimitedMRP. This application uses entirely open source software including Linux, Java, Apache, and MongoDB which creates a web front end, an order service, and an integration service.

marginotes. Quick, cool margin notes with jQuery

harmony. A responsive Jekyll theme.

learnyoubash. Learn you how to write your first bash script

hackathon_GetStarted. Console C# Application who interact with the Visual Studio Team Service (VSTS) API and automate some stuffs

pixyll. A simple, beautiful Jekyll theme that's mobile first

SpaceSim. C#

learn. Learn functional Javascript

huginn. Create agents that monitor and act on your behalf. Your agents are standing by!

tesla-api. 🚘 A Ruby gem and unofficial documentation of Tesla's JSON API for the Model S, 3, X, and Y.

ngCourse2. An Angular Course from Rangle.io

CNTK. Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

remotedev. Remote debugging for any flux architecture.

remote-redux-devtools. Redux DevTools remotely.

install-webpack-plugin. Speed up development by automatically installing & saving dependencies with Webpack.

gulp-webstandards. Gulp plugin that improves your site with modern web standards.

ts-ng-redux-counter-example. Redux counter example implemented in Typescript and Angular 1.4+

ng1-notes. Notes app for playing around with Angular in conjunction with various front-end technologies

ChakraCore. ChakraCore is an open source Javascript engine with a C API.

cloudless. Deep learning pipeline for orbital satellite data for detecting clouds

ng-redux-dev-tools. DevTools for Redux using Angular 1.x

HackMyResume. Generate polished résumés and CVs in HTML, Markdown, LaTeX, MS Word, PDF, plain text, JSON, XML, YAML, smoke signal, and carrier pigeon.

Machine-Learning-Tutorials. machine learning and deep learning tutorials, articles and other resources

drive-sdk. Anki Drive SDK

Slocker. Relay to push a webhook from DockerHub to Slack when a build is finished

bad-data-guide. An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.

redux-devtools-extension. Redux DevTools extension.

tensorflow. An Open Source Machine Learning Framework for Everyone

kaggle-titanic. A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

redux.NET. Redux.NET is a predictable state container for .NET apps. Inspired by https://github.com/reactjs/redux.

ng-meetup-ng-redux-demo. JavaScript

Neural-Networks-Demystified. Supporting code for short YouTube series Neural Networks Demystified.

higgs-challenge. Scripts for the Higgs Machine Learning challenge

nylas-mail. :love_letter: An extensible desktop mail app built on the modern web. Forks welcome!

seamless-immutable. Immutable data structures for JavaScript which are backwards-compatible with normal JS Arrays and Objects.

redux-examples. Redux examples in React and Angular

AngularJS-StyleGuide. Example of scalable architecture for my NG-Conf 2014 talk

redux-devtools-chart-monitor. A chart monitor for Redux DevTools https://www.npmjs.com/package/redux-devtools-chart-monitor

ng-summit-redux. JavaScript

angular-formly. JavaScript powered forms for AngularJS

redux-ui-router. ngRedux bindings for Angular UI Router

inception.

redux. A JS library for predictable global state management

astexplorer. A web tool to explore the ASTs generated by various parsers.

ng-redux-nhl-stats-example. Example of an ngRedux application using NHL player stats

awesome-scifi. Sci-Fi worth consuming

git-radar. A heads up display for git

rxjs. A reactive programming library for JavaScript

redux-localstorage. Store enhancer that syncs (a subset) of your Redux store state to localstorage.

awesome-machine-learning. A curated list of awesome Machine Learning frameworks, libraries and software.

redux-router. Redux bindings for React Router – keep your router state inside your Redux store

falcor. A JavaScript library for efficient data fetching

bone. Typescript flux library "without doing flux"

lodash. A modern JavaScript utility library delivering modularity, performance, & extras.

babel. 🐠 Babel is a compiler for writing next generation JavaScript.

ts-loader. TypeScript loader for webpack

zone.js. Implements Zones for JavaScript

design. WebAssembly Design Documents

relay. Relay is a JavaScript framework for building data-driven React applications.

redux-thunk. Thunk middleware for Redux

nvm. Node Version Manager - POSIX-compliant bash script to manage multiple active node.js versions

react-static-site. An experiment in generating a static site from react

core. GitEvents core; manage your user group with GitHub

redux-promise. FSA-compliant promise middleware for Redux.

flux-standard-action. A human-friendly standard for Flux action objects.

redux-devtools. DevTools for Redux with hot reloading, action replay, and customizable UI

react-redux. Official React bindings for Redux

reselect. Selector library for Redux

normalizr. Normalizes nested JSON according to a schema

fbjs. A collection of utility libraries used by other Meta JS projects.

DefinitelyTyped. The repository for high quality TypeScript type definitions.

cyclejs. A functional and reactive JavaScript framework for predictable code

elm-architecture-tutorial. How to create modular Elm code that scales nicely with your app

react-cosmos. Sandbox for developing and testing UI components in isolation

bootstrap. PLEASE READ THE PROJECT STATUS BELOW. Native AngularJS (Angular) directives for Bootstrap. Smaller footprint (20kB gzipped), no 3rd party JS dependencies (jQuery, bootstrap JS) required. Please read the README.md file before submitting an issue!