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
2,672 results
A neural network that transforms a design mock-up into a static website.
PyTorch implementation of bayesian neural network [torchbnn]
CoreNet: A library for training deep neural networks
仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...
collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning
Investigating PINNs
DyNet: The Dynamic Neural Network Toolkit
Learning Convolutional Neural Networks with Interactive Visualization.
A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
Paper Lists for Graph Neural Networks
This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
RLGF is a general training framework suitable for UAV deep reinforcement learning tasks. And integrates multiple mainstream deep reinforcement learning algorithms(SAC, DQN, DDQN, PPO, Dueling DQN, DDPG).
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
Minimalistic 4D-parallelism distributed training framework for education purpose
Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.
A customisable 3D platform for agent-based AI research
Deepfakes Software For All
Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606
Additive manufacturing simulation with JAX.
A 3D electromagnetic FDTD simulator written in Python with optional GPU support
Toolkit to segment text into sentences or other semantic units in a robust, efficient and adaptable way.
Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration
🎓 Sharing machine learning course / lecture notes.
24,540 repositories in the index in total.
