🙌 OpenHands: Code Less, Make More

A fast batching API to serve LLM models

A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Some fun experiments around different types of NLP attention mechanisms

An LSTM in PyTorch with best practices (weight dropout, forget bias, etc.) built-in. Fully compatible with PyTorch LSTM.

David Attenborough narrates your life

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

A complete computer science study plan to become a software engineer.

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

PyTorch implementation of Sinusodial Representation networks (SIREN)

Turn your local documents into a GraphQL API using pandoc

AI/ML citation graph with postgres + graphql

A library of reinforcement learning components and agents

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

All Algorithms implemented in Python

The RL Reliability Metrics library provides a set of metrics for measuring the reliability of reinforcement learning (RL) algorithms, as well as statistical tools for comparing algorithms and for c…

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

Code repository for the Animal AI Olympics competition

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

End-to-End Speech Processing Toolkit

Using Facebook phrophet forecasting tool for Asteroid impact on earth time series study

Facebook AI Research's Automatic Speech Recognition Toolkit

TensorFlow input pipelines for multiple datasets for easy data fetching

ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152

A dataset of 2D imagery, 3D point cloud data, and 3D vehicle bounding box labels all generated using the Grand Theft Auto 5 game engine.

GraphVite: A General and High-performance Graph Embedding System

A collection of important graph embedding, classification and representation learning papers with implementations.