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
2,688 results
MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.
Colab Notebooks covering deep learning tools for biomolecular structure prediction and design
Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
A project template to simplify building and training deep learning models using Keras.
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry
Deep Learning for Person Re-identification: A Survey and Outlook
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition
Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"
Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)
Machine learning framework for both deep learning and traditional algorithms
Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
A collaboratively written review paper on deep learning, genomics, and precision medicine
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
A modern development environment for deep learning
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
Restoration for TEMPEST images using deep-learning
The Tensor Algebra SuperOptimizer for Deep Learning
Medical image registration using deep learning
DeepTables: Deep-learning Toolkit for Tabular data
PyTorch deep learning models for document classification
Finding the genre of a song with Deep Learning
24,522 repositories in the index in total.
