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W&B Server is the self hosted version of Weights & Biases
Allows you to maintain all the necessary cruft for packaging and building projects separate from the code you intentionally write. Built on-top of, and fully compatible with, CookieCutter.
A logical, reasonably standardized, but flexible project structure for MLops.
A lightweight CLI tool for versioning data alongside source code and building data pipelines.
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
Open source platform for the machine learning lifecycle
Image augmentation for machine learning experiments.
Making large AI models cheaper, faster and more accessible
The Open Source Feature Store for Machine Learning
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
Real-Time Intergalactic Translating Assistant
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
A challenge in open-ended machine creativity and exploration (part of IEEE Conference on Games 2021) based on a Cellular Automata Reinforcement Learning Environment
Starter code for SoundSpaces challenge at CVPR 21's Embodied AI workshop
PyTorch package for the discrete VAE used for DALL·E.
PyTorch pre-trained model for real-time interest point detection, description, and sparse tracking (https://arxiv.org/abs/1712.07629)
A cookiecutter to generate Dash app skeletons.
Roadmap to becoming a data engineer in 2021
Collection of articles listing reasons why data science projects fail.
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement …
Central repository for tools, tutorials, resources, and documentation for robotics simulation in Unity.
SynthDet - An end-to-end object detection pipeline using synthetic data
Perception toolkit for sim2real training and validation in Unity
A simple OpenAI Gym environment for single and multi-agent reinforcement learning