Dpop7
A ray-based library of Distributed POPulation-based OPtimization for Large-Scale Black-Box Optimization.
Install / Use
/learn @Evolutionary-Intelligence/Dpop7About this skill
Quality Score
0/100
Category
Development & EngineeringSupported Platforms
Universal
Tags
black-box-optimizationdistributed-evolution-strategiesdistributed-evolutionary-algorithmsdistributed-evolutionary-computationdistributed-optimizationdistributed-swarm-intelligencelarge-scale-optimizationmeta-heuristicsnature-inspired-optimizationparallel-evolutionary-algorithmsparallel-evolutionary-computationparallel-optimizationpopulation-based-optimization
README
dpop7
dpop7 is a pure-python open-source library of Distributed POPulation-based OPtimization for large-scale black-box optimization (via Ray). Currently, it is actively updated (from 2023 to 2027).
For distributed systems, orchestration, scheduling, fault tolerance, and auto-scaling are handled automatically by Ray.
Reference
- Sutton, R., 2019. The bitter lesson. Incomplete Ideas (Blog).
