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PyPI · #993 most downloaded on PyPI
A set of tools, related to machine learning in production.
Last release 10 days ago
24 Sep 2026
Release timing varies
gaps range from 2 weeks to 9 months
Most releases are documented
notes for 11 of 16 stable releases
1 version withdrawn
withdrawn after publishing
4 years old
18 releases · first in 2022
One column per quarter.
MNT strict typechekcing mode by @adrinjalali in #541
Full Changelog: v0.15...v0.16.0
Nothing published for this version
Nothing published for this version
MNT post release changes by @adrinjalali in #484
Full Changelog: v0.12.0...v0.13.0
MNT remove deprecated hub_utils by @adrinjalali in #462
Full Changelog: v0.11.0...v0.12.0
FIX incorrect path in generated model card by @tuscland in #428
Full Changelog: v0.10...v0.11.0
Nothing published for this version
MNT: updates to HF Hub, manage fairlearn deprecation by @BenjaminBossan in #392
get_log_level when level = 3 by @EdAbati in #346Full Changelog: v0.8.0...v0.9.0
ENH Set folded on model card add by @lazarust in #361
Nothing published for this version
MNT start 0.7 development by @adrinjalali in #339
ENH trusting np.ufuncs and np.dtypes by @omar-araboghli in #336ENH Allow collapsing any section in card by @lazarust in #341Nothing published for this version
MNT: Change placeholder character to control character by @E-Aho in #258
MNT updated pre-commit config to use github for flake8 by @merveenoyan in https://github.com/skops-dev/skops/pull/221
save_format to config.json and hub_utils.init() by @merveenoyan in https://github.com/skops-dev/skops/pull/242Full Changelog: https://github.com/skops-dev/skops/compare/v0.3.0...v0.4.0
FIX ImportError for _DictWithDeprecationKeys by @BenjaminBossan in https://github.com/skops-dev/skops/pull/188
This release brings a new persistence model which doesn't use pickle. It should still be used with caution, but we're more than happy for users to test it and report issues back.
We also have numerous documentation, Hugging Face Hub integration, and model card tools improvements. The full list of changes follows.
Fix wrong link to logo in README.rst by @BenjaminBossan in https://github.com/skops-dev/skops/pull/95
Full Changelog: https://github.com/skops-dev/skops/commits/v0.2
Tables, e.g. cross-validation results, can now be added to model cards using the Card.add_table() method. #90 by Benjamin Bossan .
Add method Card.render() which returns the model card as a string. #94 by Benjamin Bossan .
Make skops.hub_utils.init() atomic. Now it doesn’t leave a trace on the filesystem if it fails for some reason. #60 by Adrin Jalali
When adding figures or tables, it’s now possible to set folded=True to render the content inside a details tag. #108 by Benjamin Bossan .
Add skops.hub_utils.get_model_output to get the model’s output using The Hugging Face Hub’s inference API, and return an array with the outputs. #105 by Adrin Jalali .
This is the first release ever, with skops.hub_utils and skops.card modules being the main implementations.
This is the first release ever, with skops.hub_utils and skops.card modules being the main implementations.
Refer to the documentation for release notes and more: https://skops.readthedocs.io/
Full Changelog: https://github.com/skops-dev/skops/commits/v1.0
This is the first release of the library. It include two main modules:
skops.hub_utils : tools to create a model repository to be stored on Hugging Face Hub , mainly through skops.hub_utils.init() and skops.hub_utils.push .
skops.card : tools to create a model card explaining what the model does and how it should be used. The model card can then be stored as the README.md file on the Hugging Face Hub, with pre-populated metadata to help Hub understand the model.
Adrin Jalali , Merve Noyan , Benjamin Bossan , Ayyuce Demirbas , Prajjwal Mishra , Francesco Cariaggi , Erin Aho , Thomas Lazarus
Nothing published for this version
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