Experiment tracking, ML developer tools

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 details, see Guild AI website.

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

This version

0.7.2

0.7.1.post1

0.7.1

0.7.0.post1

0.7.0

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-0.7.2-cp38-cp38-win_amd64.whl (6.6 MB view details)

Uploaded CPython 3.8 Windows x86-64

guildai-0.7.2-cp38-cp38-manylinux1_x86_64.whl (6.7 MB view details)

Uploaded CPython 3.8

guildai-0.7.2-cp38-cp38-macosx_10_15_x86_64.whl (6.6 MB view details)

Uploaded CPython 3.8 macOS 10.15+ x86-64

guildai-0.7.2-cp38-cp38-macosx_10_14_x86_64.whl (6.6 MB view details)

Uploaded CPython 3.8 macOS 10.14+ x86-64

guildai-0.7.2-cp37-cp37m-win_amd64.whl (6.6 MB view details)

Uploaded CPython 3.7m Windows x86-64

guildai-0.7.2-cp37-cp37m-manylinux1_x86_64.whl (6.7 MB view details)

Uploaded CPython 3.7m

guildai-0.7.2-cp37-cp37m-macosx_10_15_x86_64.whl (6.6 MB view details)

Uploaded CPython 3.7m macOS 10.15+ x86-64

guildai-0.7.2-cp37-cp37m-macosx_10_14_x86_64.whl (6.6 MB view details)

Uploaded CPython 3.7m macOS 10.14+ x86-64

guildai-0.7.2-cp36-cp36m-win_amd64.whl (6.7 MB view details)

Uploaded CPython 3.6m Windows x86-64

guildai-0.7.2-cp36-cp36m-manylinux1_x86_64.whl (6.7 MB view details)

Uploaded CPython 3.6m

guildai-0.7.2-cp36-cp36m-macosx_10_15_x86_64.whl (6.7 MB view details)

Uploaded CPython 3.6m macOS 10.15+ x86-64

guildai-0.7.2-cp36-cp36m-macosx_10_14_x86_64.whl (6.7 MB view details)

Uploaded CPython 3.6m macOS 10.14+ x86-64

guildai-0.7.2-cp35-cp35m-win_amd64.whl (6.7 MB view details)

Uploaded CPython 3.5m Windows x86-64

guildai-0.7.2-cp35-cp35m-manylinux1_x86_64.whl (6.7 MB view details)

Uploaded CPython 3.5m

guildai-0.7.2-cp27-cp27mu-manylinux1_x86_64.whl (6.7 MB view details)

Uploaded CPython 2.7mu

guildai-0.7.2-cp27-cp27m-macosx_10_15_x86_64.whl (6.7 MB view details)

Uploaded CPython 2.7m macOS 10.15+ x86-64

guildai-0.7.2-cp27-cp27m-macosx_10_14_x86_64.whl (6.7 MB view details)

Uploaded CPython 2.7m macOS 10.14+ x86-64

File details

Details for the file guildai-0.7.2-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 6.6 MB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/51.3.3 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.8.0

File hashes

Hashes for guildai-0.7.2-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 ca311ff2236c55d9df2f6dc706ce3ee46ea514edee60a5bb9f8ed773b1f1d020
MD5 602cd0442ac422b40b6e0aade9703624
BLAKE2b-256 d155aaf56a298429bee2c0d3458655ace3249af7aacf75aa02eea63ce0cb9c2a

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp38-cp38-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp38-cp38-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 3.8
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.5.0.1 requests/2.23.0 setuptools/45.1.0 requests-toolbelt/0.8.0 tqdm/4.56.0 CPython/3.8.1

File hashes

Hashes for guildai-0.7.2-cp38-cp38-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 bab017f947a726ae196005ff41b6451c5e3d7588ff8f5d86c111d76592c7d0ce
MD5 1310931d0fba376f4d3359c8a8b35960
BLAKE2b-256 f9b09b6a7e9156f71e43dbf60d5ab37d2d6f8584ee31db4b36880bc1b426ecbc

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp38-cp38-macosx_10_15_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp38-cp38-macosx_10_15_x86_64.whl
  • Upload date:
  • Size: 6.6 MB
  • Tags: CPython 3.8, macOS 10.15+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/49.2.1 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.8.6

File hashes

Hashes for guildai-0.7.2-cp38-cp38-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 97994c7a97b60db675dc7f0694515563036350fb86f8ccdf9d7d3213a0078866
MD5 e125a3a2641271483adc38956fd2f939
BLAKE2b-256 d5a0f39f56fb3b010493b2dc01ee0d64d12755d42a11fec738baf190cf4ab69f

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp38-cp38-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp38-cp38-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 6.6 MB
  • Tags: CPython 3.8, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/49.2.1 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.8.6

File hashes

Hashes for guildai-0.7.2-cp38-cp38-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 7401dc0f8a2332f806977d4c418f6e5222dcf580718221bbf7a41464bb88e869
MD5 f8976fb8ba58fae8b4e9ee47fd725dc2
BLAKE2b-256 80d531cdadd2cf6eea6a98cf0688400ac848e8fbe387a6ffaccdfddd06a4af4e

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 6.6 MB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/51.3.3 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.7.5

File hashes

Hashes for guildai-0.7.2-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 44e70c8638c6b2bfee79591153e2692961e2676b6e5ba90081d303856214b59e
MD5 f0762fbe48d3ae65f738e41f9480ce36
BLAKE2b-256 0675b279c09c94066ac4b573f80e2a77118bdb493f1d99e14b690978ff13917f

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp37-cp37m-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp37-cp37m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 3.7m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/51.1.2 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.7.9

File hashes

Hashes for guildai-0.7.2-cp37-cp37m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 eb0187baf277c782f800b673252e91f98b9fc4c8069078034fbe782cf02aa5e4
MD5 3dfa8ad88d0bcb4ce3ecc0119967c635
BLAKE2b-256 1cf592be160c1aa01c9912c2a1c3c43ebbd1bbd41964cd79e2177263040b5e53

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp37-cp37m-macosx_10_15_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp37-cp37m-macosx_10_15_x86_64.whl
  • Upload date:
  • Size: 6.6 MB
  • Tags: CPython 3.7m, macOS 10.15+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.7.9

File hashes

Hashes for guildai-0.7.2-cp37-cp37m-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 26bc57784301f0d2075774beac70afbcf582d6470dcad82e5663ce0f2d291070
MD5 fbb53093747eee30ac21b13ba37c5fc2
BLAKE2b-256 516fa857bbf506d9d87d51c6ee0e9f45a11024347e52a6b3788027576ab52d8f

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp37-cp37m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp37-cp37m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 6.6 MB
  • Tags: CPython 3.7m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/47.1.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.7.9

File hashes

Hashes for guildai-0.7.2-cp37-cp37m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 f636e75ce5bb8b55de8168c0af2b6af1aa16434abe6992a55fed5c06dfcd36cf
MD5 6a420c3a0e19d0d8a2188d8e477fcce0
BLAKE2b-256 6e30d9b50049c2317b3a50fe29c4b3b347244761a5a2c9d2bbfe4bd11da37e9b

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp36-cp36m-win_amd64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp36-cp36m-win_amd64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 3.6m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.7.0 requests/2.25.1 setuptools/51.3.3 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.6.8

File hashes

Hashes for guildai-0.7.2-cp36-cp36m-win_amd64.whl
Algorithm Hash digest
SHA256 dae666980668e62f4445dec043d41da89a9d1203bac6938559768c387b33e7cb
MD5 c96292474526ce02953fc345590b444c
BLAKE2b-256 01d46b54a781dd36ab8c8b2c532cdfb096cff5c157e47451e96b85f75520cc50

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp36-cp36m-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp36-cp36m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 3.6m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/51.1.2 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.6.12

File hashes

Hashes for guildai-0.7.2-cp36-cp36m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 10277c5375f352551f13dc588e1267cdaa1dbb57566388c526078c1160c37086
MD5 fb6549ac327393674c8c2a99e27e7f1d
BLAKE2b-256 c3e3b84771571e6ef113b7c935b90ec2b660b638c047d4180f9aba005a02cfa4

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp36-cp36m-macosx_10_15_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp36-cp36m-macosx_10_15_x86_64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 3.6m, macOS 10.15+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/51.1.2 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.6.11

File hashes

Hashes for guildai-0.7.2-cp36-cp36m-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 9f7d23585fd28b2cf5e122e445c7d884f0d02009d5201cba7ee00c7ebb3d60a6
MD5 c5e7ae78f39a50fc51832e86354cf538
BLAKE2b-256 691ae2f0b3a140d4940e040bcd45599620e9fa078bb52cee1e6fe27e5aabbb42

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp36-cp36m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp36-cp36m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 3.6m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.3.0 pkginfo/1.6.1 requests/2.25.1 setuptools/51.1.2 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.6.11

File hashes

Hashes for guildai-0.7.2-cp36-cp36m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 9e64afd28a917447990619f9e03d4ef7b94908c6ec7c1c9238114c64f4975112
MD5 52e6276461bd95b5dce01946007f2eb2
BLAKE2b-256 7da9a7c77fbff0acf10346337b048fa0a305322a13aa963ce65d89d8eff70ac3

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp35-cp35m-win_amd64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp35-cp35m-win_amd64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 3.5m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.15.0 pkginfo/1.6.1 requests/2.25.1 setuptools/50.3.2 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.5.4

File hashes

Hashes for guildai-0.7.2-cp35-cp35m-win_amd64.whl
Algorithm Hash digest
SHA256 63c3d10aeafcd98b93aebfd61065d34ce7885c384a15ca06f34c2602fa494d1f
MD5 ff017404898b1e0222ce65099fb3a101
BLAKE2b-256 d6ac21ed99d44cd218117b5da4194c900854236ef8f642d1dc34a4d76762a46a

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp35-cp35m-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp35-cp35m-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 3.5m
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.15.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/50.3.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/3.5.10

File hashes

Hashes for guildai-0.7.2-cp35-cp35m-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 06269fa0766dc5390d1fbed74ee170d9355b748ac58f502b9e2f21bcac2e2c87
MD5 430c6ff172af4e19d555f57a7bf591c6
BLAKE2b-256 8f5a75278555508fd9e15c27d73604f011ab5572c86ce93d84939cba7e695e3e

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp27-cp27mu-manylinux1_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp27-cp27mu-manylinux1_x86_64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 2.7mu
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.15.0 pkginfo/1.5.0.1 requests/2.23.0 setuptools/44.1.0 requests-toolbelt/0.8.0 tqdm/4.56.0 CPython/2.7.18

File hashes

Hashes for guildai-0.7.2-cp27-cp27mu-manylinux1_x86_64.whl
Algorithm Hash digest
SHA256 317902c38eec8d197d8696a8097235b2f68a38c54e9ebb4f2b8884796e077d15
MD5 3678d2f159792ec70254e60f2a24fa62
BLAKE2b-256 2b88b1eff597553d2da6a914dfae20d220cd1b17de60a4c8ede0a9daf450fb8e

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp27-cp27m-macosx_10_15_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp27-cp27m-macosx_10_15_x86_64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 2.7m, macOS 10.15+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.15.0 pkginfo/1.6.1 requests/2.25.1 setuptools/41.4.0 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/2.7.17

File hashes

Hashes for guildai-0.7.2-cp27-cp27m-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 90d3a7175f881cf82e46c8b3966253eafe1952cf13448bd9730d2bc47ecd63bd
MD5 cf5647d7866b98dd4ec9700c5a85963e
BLAKE2b-256 76ee940e0fe3b27264fbda37cfda86bb226be6b5abaeb37b561bd4c294260e89

See more details on using hashes here.

File details

Details for the file guildai-0.7.2-cp27-cp27m-macosx_10_14_x86_64.whl.

File metadata

  • Download URL: guildai-0.7.2-cp27-cp27m-macosx_10_14_x86_64.whl
  • Upload date:
  • Size: 6.7 MB
  • Tags: CPython 2.7m, macOS 10.14+ x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.15.0 pkginfo/1.6.1 requests/2.25.1 setuptools/41.0.1 requests-toolbelt/0.9.1 tqdm/4.56.0 CPython/2.7.16

File hashes

Hashes for guildai-0.7.2-cp27-cp27m-macosx_10_14_x86_64.whl
Algorithm Hash digest
SHA256 ea4d78b97ed3e976d3f0d30d301d036f07cacf5257a37ed0a3cc908a2eebd3c4
MD5 baedc691ba8bc85ffb8eadfbbcae682f
BLAKE2b-256 53780c9ac16a49014e86a721899d9afb79fa7910039d0c8beb6e6a2d4ec9665a

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