Autoflow is a tool that explores available primitives and assembles them into pipelines that discover a solution to various problem types

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for daraghhartnett from gravatar.com daraghhartnett

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • Maintainer: Daragh Hartnett & Dayne Freitag
  • Tags Auto Machine Learning Tool , GAMA , TPOT , pipeline optimization , hyperparameter optimization , data science , machine learning , genetic programming , evolutionary computation
  • Requires: Python >=3.6
Classifiers
Report project as malware

Project description

Autoflow is a tool that explores available primitives and assembles them into pipelines that discover a solution to various problem types. This was developed by SRI under funding from DARPA on the D3M Project. GAMA is the Genetic algorithm that explores the pipeline configuration. Autoflow is also configurable to use a TPOT backend instead of GAMA.

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for daraghhartnett from gravatar.com daraghhartnett

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • Maintainer: Daragh Hartnett & Dayne Freitag
  • Tags Auto Machine Learning Tool , GAMA , TPOT , pipeline optimization , hyperparameter optimization , data science , machine learning , genetic programming , evolutionary computation
  • Requires: Python >=3.6
Classifiers

Release history Release notifications | RSS feed

This version

1.0.3

1.0.2

1.0.1

1.0.0

Download files

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

Source Distribution

sri-autoflow-1.0.3.tar.gz (125.8 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

sri_autoflow-1.0.3-py3-none-any.whl (163.9 kB view details)

Uploaded Python 3

File details

Details for the file sri-autoflow-1.0.3.tar.gz.

File metadata

  • Download URL: sri-autoflow-1.0.3.tar.gz
  • Upload date:
  • Size: 125.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.11.0 pkginfo/1.4.2 requests/2.19.1 setuptools/41.0.0 requests-toolbelt/0.8.0 tqdm/4.31.1 CPython/3.6.10

File hashes

Hashes for sri-autoflow-1.0.3.tar.gz
Algorithm Hash digest
SHA256 d8d8d9becfdaeba4f37d2cff5f6930ae1228dfdb8c27a4358b4b0ce2a9aef9d6
MD5 3bb992825f8fa93e442b30aa7b64ee9a
BLAKE2b-256 74a40109ea02d2af462d598ebaa0d455cad8d080b8c732c92f780135cc642edf

See more details on using hashes here.

File details

Details for the file sri_autoflow-1.0.3-py3-none-any.whl.

File metadata

  • Download URL: sri_autoflow-1.0.3-py3-none-any.whl
  • Upload date:
  • Size: 163.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.11.0 pkginfo/1.4.2 requests/2.19.1 setuptools/41.0.0 requests-toolbelt/0.8.0 tqdm/4.31.1 CPython/3.6.10

File hashes

Hashes for sri_autoflow-1.0.3-py3-none-any.whl
Algorithm Hash digest
SHA256 802b6d2ac1161f3f65a80fd95e8bffa2c867f13a30255df6043fbacd68773324
MD5 fc28c652a086550fee9ab6de786f7cad
BLAKE2b-256 9e4391ad3ed1b8266795a011836ac88e59dd6a1e24768cf86488c9b4f81abadc

See more details on using hashes here.

Supported by

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