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Orchestra
Orchestra is a distributed execution framework with a Python-like programming model.
Setup
Install GRPC
- Follow the instructions here, though some of the instructions are outdated.
cd ~/grpcmkdir buildcd buildcmake ..makemake installcd ..python setup.py install
Install Orchestra
git clone git@github.com:amplab/orch.gitcd orchmkdir buildcd buildcmake ..make installcd ../lib/orchpypython setup.py installcd ~/orch/testbash gen-python-code.shpython runtest.py
Description
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.
Languages
Python
56.6%
C++
28.8%
Java
8.5%
TypeScript
1.7%
Starlark
1.4%
Other
2.8%