hivemind

Deep learner

A PyTorch library for decentralized deep learning across the Internet.

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

GitHub

2k stars
56 watching
169 forks
Language: Python
last commit: 6 days ago
Linked from 1 awesome list

asynchronous-programmingasynciodeep-learningdhtdistributed-systemsdistributed-traininghivemindmachine-learningmixture-of-expertsneural-networkspytorchvolunteer-computing

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
furkanu/deeplearning.ai-pytorch Re-implementation of Coursera's Deep Learning specialization assignments in PyTorch 149
eduardoleao052/js-pytorch A JavaScript library that provides GPU-accelerated deep learning capabilities with automatic differentiation and neural network layers. 1,084
dmmiller612/sparktorch A PyTorch implementation on Apache Spark for distributed deep learning model training and inference. 339
hungtuchen/pytorch-dqn An implementation of a deep reinforcement learning network using PyTorch to learn human-level control through trial and error. 386
minqi/learning-to-communicate-pytorch This project implements a PyTorch-based framework for learning discrete communication protocols in multi-agent reinforcement learning environments. 346
zhanghang1989/pytorch-encoding A Python framework for building deep learning models with optimized encoding layers and batch normalization. 2,041
dmarnerides/pydlt A PyTorch-based toolbox for building and training deep learning models with ease. 204
erotemic/netharn A PyTorch framework for managing and automating deep learning training loops with features like hyperparameter tracking and single-file deployments. 39
benedekrozemberczki/splitter A PyTorch implementation of node representation learning using multiple social contexts 213
open-mmlab/mmengine Provides a flexible and configurable framework for training deep learning models with PyTorch. 1,179
ne7ermore/torch-light A comprehensive PyTorch-based deep learning repository with examples and implementations of various models and techniques. 535
rguthrie3/deeplearningfornlpinpytorch A comprehensive tutorial on deep learning for natural language processing with PyTorch, covering the basics and advancing to linguistic structure prediction. 1,940
vict0rsch/deep_learning A collection of tutorials and resources on implementing deep learning models using Python libraries such as Keras and Lasagne. 426
4uiiurz1/pytorch-res2net Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets. 112
eladhoffer/convnet.pytorch A PyTorch implementation of various deep convolutional networks for efficient training and evaluation on diverse datasets. 347