ray
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.
19557
3365
ML-Component Development
modeldb
Open Source ML Model Versioning, Metadata, and Experiment Management
1404
253
redisml
Machine Learning Model Server
305
46
pywren
Teraflops and microservices
782
100
pyspark2pmml
Python library for converting Apache Spark ML pipelines to PMML
85
24
RedisAI
A Redis module for serving tensors and executing deep learning graphs
669
78
eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
2510
321
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
5443
1355
BigDL
Building Large-Scale AI Applications for Distributed Big Data
3871
978
mleap
MLeap: Deploy ML Pipelines to Production
1363
294