HyperOpt is a Python package that provides distributed asynchronous hyperparameter optimization.
Benefits and features
- Support parallel optimizations
- Supports Random Search, Tree of Parzen Estimators (TPE), and Adaptive TPE
- Algorithms can be parallelized using Apache Spark and MongoDB
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