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
170 forks
Language: Python
last commit: almost 2 years ago
Linked from 1 awesome list

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

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
furkanu/deeplearning.ai-pytorchRe-implementation of Coursera's Deep Learning specialization assignments in PyTorch149
eduardoleao052/js-pytorchA JavaScript library that provides GPU-accelerated deep learning capabilities with automatic differentiation and neural network layers.1,093
dmmiller612/sparktorchA PyTorch implementation on Apache Spark for distributed deep learning model training and inference.339
hungtuchen/pytorch-dqnAn implementation of a deep reinforcement learning network using PyTorch to learn human-level control through trial and error.387
minqi/learning-to-communicate-pytorchThis project implements a PyTorch-based framework for learning discrete communication protocols in multi-agent reinforcement learning environments.349
zhanghang1989/pytorch-encodingA Python framework for building deep learning models with optimized encoding layers and batch normalization.2,044
dmarnerides/pydltA PyTorch-based toolbox for building and training deep learning models with ease.204
erotemic/netharnA PyTorch framework for managing and automating deep learning training loops with features like hyperparameter tracking and single-file deployments.40
benedekrozemberczki/splitterA PyTorch implementation of node representation learning using multiple social contexts213
open-mmlab/mmengineProvides a flexible and configurable framework for training deep learning models with PyTorch.1,196
ne7ermore/torch-lightA comprehensive collection of deep learning examples using PyTorch, covering various applications and models.537
rguthrie3/deeplearningfornlpinpytorchA comprehensive tutorial on deep learning for natural language processing with PyTorch, covering the basics and advancing to linguistic structure prediction.1,942
vict0rsch/deep_learningA collection of tutorials and resources on implementing deep learning models using Python libraries such as Keras and Lasagne.426
4uiiurz1/pytorch-res2netImplementations of deep learning architectures using PyTorch for image classification tasks on various datasets.112
eladhoffer/convnet.pytorchA PyTorch implementation of various deep convolutional networks for efficient training and evaluation on diverse datasets.347