/hyperopt-seminar

Notes from presentation.

Primary LanguageJupyter Notebook

hyperopt-seminar

AstroCent- Seminar 8.07.2020 A Python library for optimizing the hyperparameters of machine learning algorithms presentation

Parallel setup:

Install mongodb

    conda install mongodb

Run monodb

    mongod --dbpath . --port 1234

Run worker

    hyperopt-mongo-worker --mongo=localhost:1234/foo_db --poll-interval=0.1

Run optymalioptimizationzaction

    python parallel.py

Requirements

    pymongo
    hyperopt

Resources: