Releases: mind-inria/hidimstat
Releases · mind-inria/hidimstat
0.3.0
Version 0.3.0
HIGHLIGHTS
- New API
- New User Guide
- More examples
Changes
New API for variable importance methods with .fit(), .importance(), fdr_selection(), fwer_selection()
- LOC0, CFI, CPI #372
- Desparsified Lasso: #381
- CluDL, EnCluDL #533 and #388
- ModelXKnockoffs #367
- d0CRT #220
Contributors
- https://github.com/bthirion
- https://github.com/AngelReyero
- https://github.com/jpaillard
- https://github.com/lionelkusch
- https://github.com/tbng
- https://github.com/Remi-Gau
- https://github.com/jeromedockes
- https://github.com/glemaitre
- https://github.com/antoinebaker
- https://github.com/man-shu
- https://github.com/alexblnn
What's Changed
- Fix build by @bthirion in #15
- REL 0.2.0b by @bthirion in #16
- Refactor CPI by @jpaillard in #14
- Add CPI, LOCO and PermutationImportance to api.rst by @jpaillard in #22
- 25 add support for
pd.DataFramein CPI LOCO and PrmutationImportance by @jpaillard in #27 - 26 Variable importance: support 'decision_fn' 'transform' methods by @jpaillard in #29
- 30 accelerate cpi by using batch prediction and numpy array operations instead of for loop by @jpaillard in #31
- Change README.md to a more precise installation guidance by @tbng in #23
- [MAINT] use scm for version by @Remi-Gau in #55
- Remove all the warning and error from sphinx by @lionelkusch in #82
- Source and test layout by @lionelkusch in #98
- Fix documentation by @lionelkusch in #99
- ADA-SVR (1/4) Unused of parameter full_rank by @lionelkusch in #58
- fix dependencies by @jpaillard in #110
- Fix .gitignore by @lionelkusch in #108
- Fix bug for the version of library in configuration file for the documentation by @lionelkusch in #74
- 120 use hinge loss for svm example by @jpaillard in #124
- Improve the coverage of the tests and fix some minor bugs by @lionelkusch in #64
- ADA-SVR (2/4) add comments and documentation of the functions and test by @lionelkusch in #73
- Small update of the documentation by @lionelkusch in #147
- Add tests, homogenise and document functions of utils for inference model by @lionelkusch in #132
- Permutation_test (1/4): add comments and docstring of the functions by @lionelkusch in #111
- Rename file file of ada_svr by @lionelkusch in #154
- Estimation threshold(1/4): add comments and docstring of the functions by @lionelkusch in #122
- switch to 3-clause BSD license by @jpaillard in #159
- Remove the option y_fit of group_reid by @lionelkusch in #163
- Add support for categorical & binary variables in CPI by @jpaillard in #152
- Fix CI failure by formatting examples. by @jpaillard in #165
- Fix a bug in coverage report by @lionelkusch in #168
- Remove estimators by @lionelkusch in #166
- 85 update documentation theme by @jpaillard in #169
- Fix broken links in API doc by @jpaillard in #184
- Update the dependency by @lionelkusch in #176
- Desparsified lasso(1/4): add comments and docstring of the functions by @lionelkusch in #127
- Add a dependabot for pyhton and github-action by @lionelkusch in #197
- Dependabot by @lionelkusch in #199
- Register missing class attributes by @jpaillard in #200
- Knockoffs(1/4): add comments and docstring of the functions by @lionelkusch in #128
- dcrt0(1/4): add comments and docstring of the functions by @lionelkusch in #133
- WIP add circleci by @jeromedockes in #208
- continue circleci setup by @jeromedockes in #210
- Rename
scoretoimportancein CPI, LOCO and PFI by @jpaillard in #221 - Fix bug by storing group ids in list instead of array by @jpaillard in #228
- Fix bibliography by @jpaillard in #224
- Add example on the California housing dataset illustrating pitfalls of PFI by @jpaillard in #213
- Ignore warning in the tests by @lionelkusch in #203
- Improve the coverage of the tests for BasePerturbation and ConditionalSampling by @lionelkusch in #204
- DOC fix docstring in deparsified_lasso_pvalue by @glemaitre in #206
- Move annexe files in folder utils and statistical tools by @lionelkusch in #173
- Fix warning when creating the bibliography by @lionelkusch in #235
- Conditional vs marginal importance on the XOR dataset by @jpaillard in #218
- Improve docstring of knockoff by @lionelkusch in #234
- Improvement of the check_fit for base_perturbation by @lionelkusch in #202
- Update the option for the documentation for failing with warning by @lionelkusch in #237
- Example motivating model agnostic variable selection on circles dataset by @jpaillard in #223
- Remove a warning of duplicate reid in api.rst by @lionelkusch in #238
- Add classification example on the iris dataset by @jpaillard in #229
- Bump codecov/codecov-action from 5.4.0 to 5.4.2 in the actions group by @dependabot[bot] in #245
- Remane PermutationImportance to PermutationFeatureImportance by @lionelkusch in #243
- Add tests for checking the error message of the chek_fit by @lionelkusch in #241
- circleci by @jeromedockes in #214
- Remove example based on complex simulated data by @jpaillard in #233
- Knockoffs example - follow-up by @jpaillard in #236
- Delete the documentation by @lionelkusch in #251
- fix circleci by @lionelkusch in #255
- Fix circleci by @lionelkusch in #256
- EnCluDL(1/4): add comments and docstring of the functions by @lionelkusch in #156
- Remove Perturbation Test, Adaptive Permutation Threshold Support Vector Regression and Empirical Thresholding by @lionelkusch in #242
- Parallelize the example generation and increase the speed of knockoff example by @lionelkusch in #215
- fix warning in the creation of the documentation by @lionelkusch in #239
- Add badge for CircleCI by @lionelkusch in #262
- Bump codecov/codecov-action from 5.4.2 to 5.4.3 in the actions group by @dependabot[bot] in #263
- Improvement of circle ci by @lionelkusch in #261
- Tools for develloper by @lionelkusch in #240
- Update the workflow for the tests by @lionelkusch in #193
- Fix token authorization for CIRCLE_CI by @lionelkusch in #269
- Fix token by @lionelkusch in #270
- Fix token by @lionelkusch in #271
- Fix token by @lionelkusch in #272
- Fix token by @lionelkusch in #273
- Fix token by @lionelkusch in #274
- Fix coverage by @lionelkusch in #276
- Fix codeop and condition by @lionelkusch in https://github...