Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Core deep-learning frameworks and libraries for pretraining and distributed training.
Signals: deep-learning, neural-network, pytorch, tensorflow, jax, distributed-training, training, deepspeed
2,694 results
Implementation of Classifier Free Guidance in Pytorch, with emphasis on text conditioning, and flexibility to include multiple text embedding models
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more
[ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
Train high-quality text-to-image diffusion models in a data & compute efficient manner
Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]
Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)
Audio generation using diffusion models, in PyTorch.
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms. These are artificial intelligence algorithms implemented for the kind of people that like to implement algorithms themselves.
A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.
A machine learning project. Turn on your webcam. Mona Lisa's eyes will follow you around.
.NET bindings for PyTorch. Machine Learning with C# / F# with Multi-GPU/CPU support
Simple machine learning library / 簡單易用的機器學習套件
DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning
Website for "A Survey of Machine Learning for Big Code and Naturalness"
Machine learning framework for Node.js.
An end-to-end machine learning and data mining framework on Hadoop
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning
This repo consists of multiple machine learning based projects with frontend
Personal short implementations of Machine Learning papers
MindMaker UE4 Machine Learning Toolkit
🤖 A curated list of machine learning & artificial intelligence startups in Berlin (Germany)
机器学习工程师、算法工程师、软件工程师、数据科学家-面试指南 | Interview guide for MLE, SDE, DS
24,524 repositories in the index in total.
