Toolkit to automate and optimize machine learning model development

Navigation

Verified details

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

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: Apache Software License (Apache 2.0)
  • Maintainer: Guild AI
  • Tags guild, guildai, tensorflow, keras, pytorch, mxnet, xgboost, scikit-learn
Classifiers

Project description

Guild AI is an open source toolkit that automates and optimizes machine learning experiments.

  • Run unmodified training scripts, capturing each run result as a unique experiment
  • Automate trials using grid search, random search, and Bayesian optimization
  • Compare and analyze runs to understand and improve models
  • Backup training related operations such as data preparation and test
  • Archive runs to S3 or other remote systems
  • Run operations remotely on cloud accelerators
  • Package and distribute models for easy reproducibility

For more on features, see Guild AI - Features.

Important links:

Project details

Verified details

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

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: Apache Software License (Apache 2.0)
  • Maintainer: Guild AI
  • Tags guild, guildai, tensorflow, keras, pytorch, mxnet, xgboost, scikit-learn
Classifiers

Release history Release notifications | RSS feed

0.9.0

0.9.0rc1 pre-release

0.8.2

0.8.2.dev1 pre-release

0.8.1

0.8.1rc1 pre-release

0.8.0

0.8.0rc2 pre-release

0.8.0rc1 pre-release

0.7.5

0.7.4

0.7.4rc1 pre-release

0.7.3

0.7.2

0.7.1.post1

0.7.1

0.7.0.post1

0.7.0

This version

0.7.0rc1 pre-release yanked

0.6.6

0.6.5

0.6.4

0.6.3

0.6.2

0.6.1

0.6.0

0.5.4

0.5.3

0.5.2

0.5.1

0.5.0

0.4.0

0.3.2

0.3.1

0.3.0

0.1.2

0.1.0.post2

0.1.0

Download files

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

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

guildai-0.7.0rc1-cp37-cp37m-win_amd64.whl (6.5 MB view details)

Uploaded CPython 3.7m Windows x86-64

guildai-0.7.0rc1-cp37-cp37m-manylinux1_x86_64.whl (6.5 MB view details)

Uploaded CPython 3.7m

guildai-0.7.0rc1-cp37-cp37m-macosx_10_14_x86_64.whl (6.5 MB view details)

Uploaded CPython 3.7m macOS 10.14+ x86-64

guildai-0.7.0rc1-cp36-cp36m-win_amd64.whl (6.5 MB view details)

Uploaded CPython 3.6m Windows x86-64

guildai-0.7.0rc1-cp36-cp36m-manylinux1_x86_64.whl (6.6 MB view details)

Uploaded CPython 3.6m

guildai-0.7.0rc1-cp36-cp36m-macosx_10_13_x86_64.whl (6.5 MB view details)

Uploaded CPython 3.6m macOS 10.13+ x86-64

guildai-0.7.0rc1-cp35-cp35m-win_amd64.whl (6.6 MB view details)

Uploaded CPython 3.5m Windows x86-64

guildai-0.7.0rc1-cp35-cp35m-manylinux1_x86_64.whl (6.6 MB view details)

Uploaded CPython 3.5m

guildai-0.7.0rc1-cp27-cp27mu-manylinux1_x86_64.whl (6.6 MB view details)

Uploaded CPython 2.7mu

guildai-0.7.0rc1-cp27-cp27m-macosx_10_14_x86_64.whl (6.5 MB view details)

Uploaded CPython 2.7m macOS 10.14+ x86-64

File details

Details for the file guildai-0.7.0rc1-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: guildai-0.7.0rc1-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.4

File hashes

Hashes for guildai-0.7.0rc1-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 d2ff4b10331888ff836788ea82ce4328a625d92140e700a2d40a83051715cdb6
MD5 506ea99cdcb3a1c672c8bfd87a6a70fc
BLAKE2b-256 e5aa9b7528f40cc52b7f556b73e7e57e4ea1ad587b32823fcbd1f4830024cb81

See more details on using hashes here.

File details

Details for the file guildai-0.7.0rc1-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.0rc1-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.5

File hashes

Hashes for guildai-0.7.0rc1-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 d57d7a79c22a098de606ce87adc55b4c09194382632430171166980c6da75a3b
MD5 a0ff4e37f7597113c0137936f5da8447
BLAKE2b-256 0d6a9e79091dbbbeed4b6d0ef11044a96ab64cb8317eb7db02119d9471ea7657

See more details on using hashes here.

File details

Details for the file guildai-0.7.0rc1-cp37-cp37m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.0rc1-cp37-cp37m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.7m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.7.3

File hashes

Hashes for guildai-0.7.0rc1-cp37-cp37m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 e87c4325b0ca17f2b1f1b2dbce45bdd99b5344cd75b6ca6c25fdce1126dbf7dc
MD5 81c5d689bf60efd302f8318f116c3394
BLAKE2b-256 4ae9e15dea834993e3f4ff7adf83d5d270dbc427ce27a727b56b676e07243f44

See more details on using hashes here.

File details

Details for the file guildai-0.7.0rc1-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: guildai-0.7.0rc1-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.6.8

File hashes

Hashes for guildai-0.7.0rc1-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 8dbb2d84e1ecb76e593d79c3e1dbdb348898d22df51b5f84f6c75ba16f0ea764
MD5 9357bd3320d6c2229b9327db59e5475d
BLAKE2b-256 979dee691bd16207c60365b01ad6a4e4ba329afde4c42c6296399088c95c7bcd

See more details on using hashes here.

File details

Details for the file guildai-0.7.0rc1-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.0rc1-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.6 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.6.9

File hashes

Hashes for guildai-0.7.0rc1-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 526ec134326a554c9f66b45990d69f6456f8d25975a49e7d2c25e817757d4262
MD5 f21e1ee73be218c2aa9002c7017aca70
BLAKE2b-256 fbc7d1308370a0433b02f85171780253160b0cd73279dcdbe6e522cede0d07fe

See more details on using hashes here.

File details

Details for the file guildai-0.7.0rc1-cp36-cp36m-macosx_10_13_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.0rc1-cp36-cp36m-macosx_10_13_x86_64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 3.6m, macOS 10.13+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/2.0.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.6.5

File hashes

Hashes for guildai-0.7.0rc1-cp36-cp36m-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 0a58d71ca4187a32a7173209bdb363d1ca16f1afe20b4267cf31e7bea0c5ab5c
MD5 e3bbfdbda69edc1f509d8df6450db4d0
BLAKE2b-256 32a3f8d9ae1c3fbffd26da645eb4b1463a369d58c578ba82bb4e883093ec0ccc

See more details on using hashes here.

File details

Details for the file guildai-0.7.0rc1-cp35-cp35m-win_amd64.whl.

File metadata

  • Download URL: guildai-0.7.0rc1-cp35-cp35m-win_amd64.whl
  • Upload date:
  • Size: 6.6 MB
  • Tags: CPython 3.5m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.15.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.5.4

File hashes

Hashes for guildai-0.7.0rc1-cp35-cp35m-win_amd64.whl
Algorithm Hash digest
SHA256 172044733f44fdc3318f029c5b9620d3954f3be0979bbbeeaea9f85aaf85a51d
MD5 7b7a37092732cd9e194f9b061eacded0
BLAKE2b-256 4a1b2d862e8f67592333abb050c53d06dc306c9db45158e14f5420bb5cbc4fbb

See more details on using hashes here.

File details

Details for the file guildai-0.7.0rc1-cp35-cp35m-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.0rc1-cp35-cp35m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.6 MB
  • Tags: CPython 3.5m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.15.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/3.5.7

File hashes

Hashes for guildai-0.7.0rc1-cp35-cp35m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 816a7e607d48cfd066656b56b9f78b79ba7ef75ad80d05e81afe086b03a48619
MD5 b89c294377484a7ada24d537dbc16c98
BLAKE2b-256 8e4081e8dd7c28156bad270a0442d016c0d27fc99106c14f54b0e15e0a54b77f

See more details on using hashes here.

File details

Details for the file guildai-0.7.0rc1-cp27-cp27mu-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.0rc1-cp27-cp27mu-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.6 MB
  • Tags: CPython 2.7mu
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.15.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/2.7.16

File hashes

Hashes for guildai-0.7.0rc1-cp27-cp27mu-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 6172cd43aeb3047b0b52e6891707ab6573a4aa453b3355f1daa5d6d4e01e7c2c
MD5 006a67df79a147fabc3ecb1a2c9e9ae4
BLAKE2b-256 0b35d00ba2b8631eee46c6d929d86e47ce97730a869101afa31e30bfe2e95684

See more details on using hashes here.

File details

Details for the file guildai-0.7.0rc1-cp27-cp27m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.0rc1-cp27-cp27m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 6.5 MB
  • Tags: CPython 2.7m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.15.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.6.0 requests-toolbelt/0.9.1 tqdm/4.37.0 CPython/2.7.16

File hashes

Hashes for guildai-0.7.0rc1-cp27-cp27m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 b37b602cf99b6d4493a7228a018592256a290fe2512ca8c2080d68f2ac4b2350
MD5 f3a0972cec53fd7494e324127421374a
BLAKE2b-256 2a3e50ebbec6bce3fb55b1c73b4a5c343c32717b67e69607c254d6a35c5e920f

See more details on using hashes here.

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