learning-at-home/hivemind

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

asynchronous-programmingasynciodeep-learningdhtdistributed-systemsdistributed-traininghivemindmachine-learningmixture-of-expertsneural-networks

License & maintenance

MIT is a permissive license: free to use commercially with attribution.

Last code push 9 months ago.

	Repository	Stars	Language	License	Activity
1	labmlai/annotated_deep_learning_paper_implementations🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback,	★ 67.6k	Python	MIT	Slowing
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3	GokuMohandas/Made-With-MLLearn how to develop, deploy and iterate on production-grade ML applications.	★ 49.8k	Jupyter Notebook	MIT	Slowing
4	deepspeedai/DeepSpeedDeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.	★ 43.2k	Python	Apache-2.0	Active
5	mozilla/DeepSpeechDeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspbe	★ 26.8k	C++	MPL-2.0	Archived
6	PaddlePaddle/PaddlePArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）	★ 24.1k	C++	Apache-2.0	Active
7	microsoft/onnxruntimeONNX Runtime: cross-platform, high performance ML inferencing and training accelerator	★ 22.1k	C++	MIT	Active
8	Unity-Technologies/ml-agentsThe Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments	★ 19.8k	C#	Other	Active