Experiment Open Source Projects

:microscope: A Ruby library for carefully refactoring critical paths.

🐼 Chinese translations for classic software development resources

ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

An easy to use and powerful chaos engineering experiment toolkit.（阿里巴巴开源的一款简单易用、功能强大的混沌实验注入工具）

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

🎉 Generate CSS for your Neumorphism designs

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

AI Infra / AI Orchestration / AI Control Plane

Shumway is a Flash VM and runtime written in JavaScript

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

A collection of experiments for exploring how music works, all built with the Web Audio API.

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

For running psychology and neuroscience experiments

Chaos Engineering Toolkit & Orchestration for Developers

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

A curated list of awesome HTML5 Canvas with examples, related articles and posts.

Deep Neuroevolution

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

FeatureProbe is an open source feature management service. 开源的高效可视化『特性』管理平台，提供特性开关、灰度发布、AB实验全功能。

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

Experiment Driven Development for Ruby

A .NET library for carefully refactoring critical paths. It's a port of GitHub's Ruby Scientist library

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

Simple solar system experiment

An experiment in open source at the Department of Defense.

Achieving confident refactoring through experimentation with Python 2.7 & 3.3+

WebGL Experiment

glitch images with jpg encoding

🔥 CNN for Watermark Removal using Deep Image Prior with Pytorch 🔥.

Wasabi A/B Testing service is an open source project that is no longer under active development or being supported

Small experiment to 'control' the user cursor with JavaScript and CSS.

Sharing background across multiple elements using CSS

An experiment in procedural dance animation

Python library for Reinforcement Learning.

An experiment and demo-level tool for text information extraction (event-triples extraction), which can be a route to the event chain and topic graph, 基于依存句法与语义角色标注的事件三元组抽取，可用于文本理解如文档主题链，事件线等应用。

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

Experiment tracking, ML developer tools

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.

Emoji Scavenger Hunt is an experiment that leverages the power of neural networks and your phone’s camera to identify the real world versions of the emojis we use every day.

NuclearMail is an experiment of writing a webmail client using React and the Flux architecture. It runs completely in the browser and uses the GMail REST API.

A PHP experimentation library inspired by Github's own Scientist.

Thousands of everyday sounds, organized using machine learning.

Rumpetroll is a massive-multiplayer experiment. It's purpose was to try out new open web technologies like WebSockets and Canvas.

A/B testing React components and debug tools. Isomorphic with a simple, universal interface. Well documented and lightweight. Tested in popular browsers and Node.js. Includes helpers for Mixpanel and Segment.com.

A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.

Progressive Web Apps experiment

An experiment to authenticate web sessions with SSH - http://demo-ssh.32b6.com

Simple client-side A/B testing in pure javascript

Submarine is Cloud Native Machine Learning Platform.

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

GIPHY's Open-Source Celebrity Detection Deep Learning Model

Code for ACL 2019 Paper: "COMET: Commonsense Transformers for Automatic Knowledge Graph Construction" https://arxiv.org/abs/1906.05317

Pytorch implementation of set transformer

an experiment for yolo-v1, including training and testing.

Project Tofino is a browser interaction experiment.

Deep Learning Experiment Management

A redis clone in Python 3 to disprove some falsehoods about performance.

An easy experiment which uses the ESP8266 wifi module to look for near smartphones around you

📘 The experiment tracker for foundation model training