Open Source Tools for AI-Projects | CC-King Open-Source Tool Catalog

Displaying 1 - 9 of 9

ray by ray-project

3365 19557

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

DeepSpeed by microsoft

750 6447

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dask by dask

1456 9665

Parallel computing with task scheduling

pytorch-lightning by PyTorchLightning

2229 17697

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

horovod by horovod

2028 12228

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

deap by DEAP

972 4630

Distributed Evolutionary Algorithms in Python

dask-ml by dask

223 791

Scalable Machine Learning with Dask

pywren by pywren

100 782

Teraflops and microservices

fiber by uber

110 957

Distributed Computing for AI Made Simple