Jevo is a high-performance, distributed, and modular (co-)evolutionary algorithm framework written in Julia. It is designed to be flexible and easy to use, with a focus on deep neuroevolutionary applications using Flux.jl. Jevo is designed to be easy to use, with a simple API that allows users to quickly define custom evolutionary algorithms and run them on distributed systems.
| Warning: Jevo is currently alpha software and is under active development. |
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This package requires modified versions of Transformers.jl and NeuralAttentionlib.jl, which are unregistered. In addition, it depends on a custom plotting library (XPlot.jl) & a library for phylogenies (PhylogeneticTrees.jl), both unregistered as well. To install all dependencies, run the following command in the environment of your choice:
julia ./install.jl