Popular GitHub Repositories for Reference Implementation

Elixir implementation of a LangChain style framework that lets Elixir projects integrate with and leverage LLMs.

100 Days of ML Coding

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.

[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the simplest implementation of a deep research agent - e.g. an agent that can refine its research direction overtime and deep dive into a topic.

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Python Implementation of Reinforcement Learning: An Introduction

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

An open source implementation of CLIP.

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

A reference containing Styles and Keywords that you can use with MidJourney AI. There are also pages showing resolution comparison, image weights, and much more!

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

A PyTorch implementation of the Transformer model in "Attention is All You Need".

[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"