feat: organize holisticai structure (Holisticai V1) #175
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* many things * merge struct and docs
* docs: formatting docstrings to numpy-like docs format * chore: updating pyproject to ignore mitigation folder * refactor: updating code with recommended ruff practices * fix: updating pyproject for ruff support * chore: updating pyprojectt * chore: updating pyproject
* docs: updating docstrings for commons in bias mitigation methods * docs: updating docstrings for preprocessing bias mitigation methods
* many things * merge struct and docs * update dataset and mitigation
* update dataet map function * filter * ok * fix: headers
* feat: adding seed to allow reproducibility to synthetic generation ranking * feat: adding recsys dataset and tolerance threshold parameter in check results function * tests: adding tests for recsys mitigators for in-, pre-, and post-processing methods * refactor: refactoring recsys tutorials with new dataset function * refactor: refactoring recsys measuring bias tutorial with new dataset and updated paths
Co-authored-by: crismunoz <cristian.munoz@holisticai.com>
* reafactory: clean files * fix: ruff * update ruff
* fix: dataset and test * fix: format * chore: fix name * chore: add cache dir * chore: create cache dir * chore: upate python viersion * update with new versions numpy * Update workflow * chore: udpate types * chore: update dependencies and remove invalid dependencies * chore: update test * chore: update changes * chore: remove import
* update explainability * fix : format * test: remove test
* feature: update explainability tutorials and docs * fix: ruft lint fixed
* chore: update documentation * chore:fmt
* chore: update many topics * chore: fmt
* fix: spread divergence with jensen shannon * fix: ruft lint * fix: ruft lint * fix: ruft lint --------- Co-authored-by: Cristian Muñoz <cristian.munoz@holisticai.com>
* chore: acelerate mitigators using jax and pandas * chore: hatch fmt * chore: update dependences * chore: update library dependencies
* docs: adding xai metrics documentation * chore: hatch fmt
* chore: update security and exaplainability * test: fix atol
* feat: adding template for class docstrings rendering * docs: updating docstrings for bias mitigation methods * fix: renaming method * fix: disabling ruff for privated method * fix: updating variable name * fix: updating variable name * fix: making sensgroups variable public in reweighing * fix: making sensgroups variable public in reweighing * docs: fixing lint * docs: updating methods and references from docstrings
* docs: improve docstring and remove old dependenceis * chore: hatch format
* docs: adding descriptions for inprocessing methods * docs: updating method descriptions, adding index and reformatting sectinos * docs: adding learning task note for all methods * docs: adding documentation for adversarial debiasing and debiasing learning methods --------- Co-authored-by: Cristian Muñoz <cristian.munoz@holisticai.com>
* docs: improve docstring and remove old dependenceis * chore: hatch format * chore: update security info
* chore: partial dependence formatting * chore: fmt
crismunoz
requested review from
Kleyt0n and
fracarfer5
and removed request for
Kleyt0n
crismunoz
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