nnaisense/evotorch

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

Pythonpythonreinforcement-learninggpuoptimizationpytorchdistributedartificial-intelligenceneural-networksevolutionary-algorithmsevolutionary-computationoptimization-algorithms
This is stars and forks stats for /nnaisense/evotorch repository. As of 27 Apr, 2024 this repository has 908 stars and 53 forks.

Welcome to the EvoTorch project! EvoTorch is an open source evolutionary computation library developed at NNAISENSE, built on top of PyTorch. See the documentation for in-depth guidance about using EvoTorch, and join us on Slack for discussions. Get started by installing EvoTorch: pip install evotorch With EvoTorch, one can solve various optimization problems, regardless of whether they are differentiable (i.e. allow gradient descent). Among the problem types that are solvable with EvoTorch are: Black-box...
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