Skops

What's Changed
* MNT updated pre-commit config to use github for flake8 by merveenoyan in https://github.com/skops-dev/skops/pull/221
* DOC add new what's new section to the changelog by adrinjalali in https://github.com/skops-dev/skops/pull/229
* MNT Add light type annotations to skops.io by BenjaminBossan in https://github.com/skops-dev/skops/pull/219
* MNT add helper functions to convert types to strings in .audit by E-Aho in https://github.com/skops-dev/skops/pull/215
* DOC add a community page with link to discord by adrinjalali in https://github.com/skops-dev/skops/pull/230
* CI: Update version of GH checkout action by BenjaminBossan in https://github.com/skops-dev/skops/pull/232
* ENH: Make skops.io.dump and load work with TextIOWrapper by BenjaminBossan in https://github.com/skops-dev/skops/pull/234
* CI fix clean_skops.py by adrinjalali in https://github.com/skops-dev/skops/pull/235
* MNT cleanup user links in the changelog by adrinjalali in https://github.com/skops-dev/skops/pull/236
* CI add dependabot config for GH actions by adrinjalali in https://github.com/skops-dev/skops/pull/239
* CI update setup-python step to v4 by adrinjalali in https://github.com/skops-dev/skops/pull/238
* CI Bump pypa/gh-action-pypi-publish from 1.5.0 to 1.6.1 by dependabot in https://github.com/skops-dev/skops/pull/240
* ENH All sklearn estimators in trusted list by EdAbati in https://github.com/skops-dev/skops/pull/237
* MNT Bump pypa/gh-action-pypi-publish from 1.6.1 to 1.6.4 by dependabot in https://github.com/skops-dev/skops/pull/250
* Added `save_format` to `config.json` and `hub_utils.init()` by merveenoyan in https://github.com/skops-dev/skops/pull/242
* ENH Persistence: Add support for LightGBM and XGBoost by BenjaminBossan in https://github.com/skops-dev/skops/pull/244
* MNT drop python=3.7 support by adrinjalali in https://github.com/skops-dev/skops/pull/252
* CI add codecov token to uploader by adrinjalali in https://github.com/skops-dev/skops/pull/253
* Alternative Card implementation by BenjaminBossan in https://github.com/skops-dev/skops/pull/203
* DOC rework persistence user guide by adrinjalali in https://github.com/skops-dev/skops/pull/255


**Full Changelog**: https://github.com/skops-dev/skops/compare/v0.3.0...v0.4.0

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.

What's Changed
* MNT bump version on main by adrinjalali in https://github.com/skops-dev/skops/pull/115
* DOC release refinements by adrinjalali in https://github.com/skops-dev/skops/pull/116
* MNT Remove redundant test in CI by BenjaminBossan in https://github.com/skops-dev/skops/pull/124
* FEA Utility function to add arbitrary files to the repo by BenjaminBossan in https://github.com/skops-dev/skops/pull/123
* ENH add private arg to push by adrinjalali in https://github.com/skops-dev/skops/pull/130
* CI Reduce CI timeout from 60 to 15 min by BenjaminBossan in https://github.com/skops-dev/skops/pull/131
* DOC Autogeneration of getting started code by merveenoyan in https://github.com/skops-dev/skops/pull/132
* DOC Added text classification example by merveenoyan in https://github.com/skops-dev/skops/pull/125
* DOC add link to the hub with skops filter by adrinjalali in https://github.com/skops-dev/skops/pull/129
* CI pin python for mypy issue by adrinjalali in https://github.com/skops-dev/skops/pull/137
* FEA add secure persistence by adrinjalali in https://github.com/skops-dev/skops/pull/128
* FEA update_env implementation by merveenoyan in https://github.com/skops-dev/skops/pull/136
* DOC gradio integration by merveenoyan in https://github.com/skops-dev/skops/pull/134
* MNT Add matplotlib and pandas as test dependencies by BenjaminBossan in https://github.com/skops-dev/skops/pull/151
* CI Pin HF Hub version, unpin Python 3.10.6 by BenjaminBossan in https://github.com/skops-dev/skops/pull/158
* DOC Add secure persistence docs by BenjaminBossan in https://github.com/skops-dev/skops/pull/145
* MNT Persist clean up and consistency checks by BenjaminBossan in https://github.com/skops-dev/skops/pull/143
* TST Add checks for contiguity of loaded numpy arrays by BenjaminBossan in https://github.com/skops-dev/skops/pull/160
* MNT Swap the names of _get_state <=> get_state & _get_instance <=> get_instance by BenjaminBossan in https://github.com/skops-dev/skops/pull/161
* ENH Added getting started snippet for .skops format by merveenoyan in https://github.com/skops-dev/skops/pull/167
* CI Relax dependency of HF hub being < v0.10 by BenjaminBossan in https://github.com/skops-dev/skops/pull/168
* FIX Fix line breaks in markdown tables by BenjaminBossan in https://github.com/skops-dev/skops/pull/156
* MNT Model card refactor to move plotting & table by merveenoyan in https://github.com/skops-dev/skops/pull/163
* MNT Refactor with a SaveState and avoid duplicate numpy arrays by BenjaminBossan in https://github.com/skops-dev/skops/pull/173
* TST Refactor test fixture to be more atomic by E-Aho in https://github.com/skops-dev/skops/pull/175
* MNT Move to huggingface_hub v0.10 by BenjaminBossan in https://github.com/skops-dev/skops/pull/162
* CI Use v3 of codecov GitHub action by BenjaminBossan in https://github.com/skops-dev/skops/pull/183
* Added source code link by ayyucedemirbas in https://github.com/skops-dev/skops/pull/172
* FIX ImportError for _DictWithDeprecationKeys by BenjaminBossan in https://github.com/skops-dev/skops/pull/188
* MNT Added PR template by merveenoyan in https://github.com/skops-dev/skops/pull/193
* ENH Add dumps and loads functions by BenjaminBossan in https://github.com/skops-dev/skops/pull/182
* CI Run different sklearn versions in CI by BenjaminBossan in https://github.com/skops-dev/skops/pull/196
* MNT Rename skops.io.save to skops.io.dump by BenjaminBossan in https://github.com/skops-dev/skops/pull/199
* Refactor: get_instance method saved in state by BenjaminBossan in https://github.com/skops-dev/skops/pull/200
* DOC Fix-minor-typo-in-docstring by E-Aho in https://github.com/skops-dev/skops/pull/201
* FIX Edit style of model plot to fit in the page by rushic24 in https://github.com/skops-dev/skops/pull/178
* TST Refactor: clean persistence tests to avoid duplicate testing by BenjaminBossan in https://github.com/skops-dev/skops/pull/202
* Add Method type in dispatch calls by E-Aho in https://github.com/skops-dev/skops/pull/195
* MNT put confusion matrix in a temp folder by adrinjalali in https://github.com/skops-dev/skops/pull/208
* DOC The "path" parameter doesn't exist by BenjaminBossan in https://github.com/skops-dev/skops/pull/210
* CI Skip inference tests by default by BenjaminBossan in https://github.com/skops-dev/skops/pull/212
* ENH Implement LoadContext to handle multiple instances by E-Aho in https://github.com/skops-dev/skops/pull/209
* MNT Fixes for hf_hub v0.11.0 by BenjaminBossan in https://github.com/skops-dev/skops/pull/213
* MNT error in init if given file is empty by adrinjalali in https://github.com/skops-dev/skops/pull/214
* load model from path/str to generate Card by p-mishra1 in https://github.com/skops-dev/skops/pull/205
* FEAT Audit before loading a skops file by adrinjalali in https://github.com/skops-dev/skops/pull/204
* MNT set version for the release by adrinjalali in https://github.com/skops-dev/skops/pull/218

What's Changed
* Fix wrong link to logo in README.rst by BenjaminBossan in https://github.com/skops-dev/skops/pull/95
* ENH Add table to model cards by BenjaminBossan in https://github.com/skops-dev/skops/pull/90
* DOC Add intersphinx linking to docs by BenjaminBossan in https://github.com/skops-dev/skops/pull/97
* TST Add tests for when pandas is not installed by BenjaminBossan in https://github.com/skops-dev/skops/pull/98
* MAINT Rendering the model card by BenjaminBossan in https://github.com/skops-dev/skops/pull/94
* DOC transparent logo by adrinjalali in https://github.com/skops-dev/skops/pull/84
* MNT make init atomic by adrinjalali in https://github.com/skops-dev/skops/pull/60
* ENH Extend user guide to include classification report by BenjaminBossan in https://github.com/skops-dev/skops/pull/106
* MNT enable doctests by adrinjalali in https://github.com/skops-dev/skops/pull/57
* ENH When model file is empty, warn before upload by BenjaminBossan in https://github.com/skops-dev/skops/pull/109
* ENH Add details tag in methods by BenjaminBossan in https://github.com/skops-dev/skops/pull/108
* FEAT add method to call inference backend by adrinjalali in https://github.com/skops-dev/skops/pull/105

Contributors
* adrinjalali
* BenjaminBossan
* merveenoyan

**Full Changelog**: https://github.com/skops-dev/skops/commits/v0.2

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/

What's Changed
* MNT fixes by adrinjalali in https://github.com/skops-dev/skops/pull/1
* MNT add doc build by adrinjalali in https://github.com/skops-dev/skops/pull/5
* MNT add readthedocs config by adrinjalali in https://github.com/skops-dev/skops/pull/6
* MNT use py3.8 for readthedocs by adrinjalali in https://github.com/skops-dev/skops/pull/7
* DOC enable sphinx-gallery by adrinjalali in https://github.com/skops-dev/skops/pull/8
* DOC extend example by adrinjalali in https://github.com/skops-dev/skops/pull/11
* ENH add implementation for init and push by adrinjalali in https://github.com/skops-dev/skops/pull/12
* CI add GH actions by adrinjalali in https://github.com/skops-dev/skops/pull/14
* CI fix actions by adrinjalali in https://github.com/skops-dev/skops/pull/15
* CI expose token in the codebase by adrinjalali in https://github.com/skops-dev/skops/pull/16
* MNT remove __main__.py by adrinjalali in https://github.com/skops-dev/skops/pull/17
* CI add codecov config by adrinjalali in https://github.com/skops-dev/skops/pull/19
* CI cancel old jobs if a new commit comes by adrinjalali in https://github.com/skops-dev/skops/pull/21
* add py3.7 support by adrinjalali in https://github.com/skops-dev/skops/pull/20
* ENH add download and get_requirements by adrinjalali in https://github.com/skops-dev/skops/pull/18
* MNT Bump Hub version to 0.8.1 for upload_folder by merveenoyan in https://github.com/skops-dev/skops/pull/24
* CI Bump black version by merveenoyan in https://github.com/skops-dev/skops/pull/28
* TST Fixes test error caused by empty pickle by BenjaminBossan in https://github.com/skops-dev/skops/pull/44
* MNT add clean script to remove all repos on skops user by adrinjalali in https://github.com/skops-dev/skops/pull/46
* CI Add GitHub workflow for creating releases by BenjaminBossan in https://github.com/skops-dev/skops/pull/38
* DOC improve readme by adrinjalali in https://github.com/skops-dev/skops/pull/48
* CI mark hub test as flaky by adrinjalali in https://github.com/skops-dev/skops/pull/54
* CI add cron job to CI by adrinjalali in https://github.com/skops-dev/skops/pull/56
* MNT mark tests requiring internet by adrinjalali in https://github.com/skops-dev/skops/pull/55
* ENH Refactor Model Card by merveenoyan in https://github.com/skops-dev/skops/pull/37
* MNT Add non-strict mypy to CI and fix errors by BenjaminBossan in https://github.com/skops-dev/skops/pull/62
* ENH add examples and dtypes to CardData and config.json by adrinjalali in https://github.com/skops-dev/skops/pull/45
* MNT ignore _min_dependencies.py in codecov by adrinjalali in https://github.com/skops-dev/skops/pull/66
* TST Add coverage report to pytest runs by BenjaminBossan in https://github.com/skops-dev/skops/pull/67
* DOC user guide on the hub by adrinjalali in https://github.com/skops-dev/skops/pull/64
* ENH Card class: add repr and str methods by BenjaminBossan in https://github.com/skops-dev/skops/pull/68
* MNT model card API cleanup by adrinjalali in https://github.com/skops-dev/skops/pull/74
* ENH populate model card metadata with info from config.json by adrinjalali in https://github.com/skops-dev/skops/pull/71
* MNT Add metadata repr by BenjaminBossan in https://github.com/skops-dev/skops/pull/76
* MNT Added tabulate as a dependency and changed parsing of hyperparameter table by merveenoyan in https://github.com/skops-dev/skops/pull/73
* Minor improvement to the getting started code by BenjaminBossan in https://github.com/skops-dev/skops/pull/78
* DOC User guide for model cards by merveenoyan in https://github.com/skops-dev/skops/pull/70
* DOC add logo by adrinjalali in https://github.com/skops-dev/skops/pull/81
* DOC model card refinements by adrinjalali in https://github.com/skops-dev/skops/pull/79
* DOC Minor updates CONTRIBUTING.rst by BenjaminBossan in https://github.com/skops-dev/skops/pull/83
* DOC Add installation instruction to docs by BenjaminBossan in https://github.com/skops-dev/skops/pull/82
* DOC readme expansion by adrinjalali in https://github.com/skops-dev/skops/pull/80
* ENH add skops as a tag by default by adrinjalali in https://github.com/skops-dev/skops/pull/86
* MAINT Small refactor: figure_paths -> extra_sections by BenjaminBossan in https://github.com/skops-dev/skops/pull/89
* DOC add changelog to docs by adrinjalali in https://github.com/skops-dev/skops/pull/88
* ENH Added evaluation by merveenoyan in https://github.com/skops-dev/skops/pull/69

New Contributors
* adrinjalali made their first contribution in https://github.com/skops-dev/skops/pull/1
* merveenoyan made their first contribution in https://github.com/skops-dev/skops/pull/24
* BenjaminBossan made their first contribution in https://github.com/skops-dev/skops/pull/44

**Full Changelog**: https://github.com/skops-dev/skops/commits/v1.0