pablobd

system-design-primer

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

waifu2x

Image Super-Resolution for Anime-Style Art

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

pytorch_geometric

Graph Neural Network Library for PyTorch

ml-agents

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 learning and imitation learning.

wezterm

A GPU-accelerated cross-platform terminal emulator and multiplexer written by @wez and implemented in Rust

detr

End-to-End Object Detection with Transformers

nerf

Code release for NeRF (Neural Radiance Fields)

awesome-chatgpt

Curated list of awesome tools, demos, docs for ChatGPT and GPT-3

gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

guided-diffusion

awesome-generative-ai

A curated list of modern Generative Artificial Intelligence projects and services

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

gluonts

Probabilistic time series modeling in Python

dlrm

An implementation of a deep learning recommendation model (DLRM)

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

refactoring.nvim

The Refactoring library based off the Refactoring book by Martin Fowler

minitorch

The full minitorch student suite.

MLOPs-Primer

A collection of resources to learn about MLOPs.

simplenetes

The sns tool is used to manage the full life cycle of your Simplenetes clusters. It integrates with the Simplenetes Podcompiler project podc to compile pods.

bitsandbytes

Library for 8-bit optimizers and quantization routines.

poetry-dynamic-versioning

Plugin for Poetry to enable dynamic versioning based on VCS tags

mlops-stacks

This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.

causal-inference-in-python-code

Code for the Book Causal Inference in Python

hangar-py

Hangar is version control for tensor data. Commit, branch, merge, revert, and collaborate in the data-defined software era.

NonCuboidRoom

Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image

dagger

Define sophisticated data pipelines with Python and run them on different distributed systems (such as Argo Workflows).