Parallelisation and distribution framework for neural pipeline search algorithms.

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for DaStoll from gravatar.com DaStoll Avatar for garibovs from gravatar.com garibovs Avatar for webalorn from gravatar.com webalorn

Unverified details

These details have not been verified by PyPI
Project links
GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: MIT License (MIT)

Author: Danny Stoll

Tags Paralellisation, AutoML, Hyperparameter Optimization, Neural Architecture Search, Neural Pipeline Search

Requires: Python >=3.7.1, <3.11

Classifiers

Project description

Metahyper

Parallelisation and distribution framework for neural pipeline search algorithms.

Features:

  • Asynchronous parallelization and distribution
  • Fault tolerance for crashes and job time limits
  • Agnostic to search space, objective functions, ...

Python versions License

Installation

Using pip

pip install metahyper

Usage

Please see our examples in metahyper_examples.

Contributing

Please see our guidelines and guides for contributors at CONTRIBUTING.md.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for DaStoll from gravatar.com DaStoll Avatar for garibovs from gravatar.com garibovs Avatar for webalorn from gravatar.com webalorn

Unverified details

These details have not been verified by PyPI
Project links
GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: MIT License (MIT)

Author: Danny Stoll

Tags Paralellisation, AutoML, Hyperparameter Optimization, Neural Architecture Search, Neural Pipeline Search

Requires: Python >=3.7.1, <3.11

Classifiers

Release history Release notifications | RSS feed

This version

0.5.6

0.5.5

0.5.4

0.5.3

0.5.2

0.5.1

0.5.0

0.4.8

0.4.7

0.4.6

0.4.5

0.4.4

0.4.3

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

metahyper-0.5.6.tar.gz (12.4 kB view hashes)

Uploaded Source

Built Distribution

metahyper-0.5.6-py3-none-any.whl (11.4 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page