* More flexible grid search interface
* added info dict parameter
* Put back removed test
* renamed info into more_results
* Passed grroups as well since we need n_to use get_n_splits(X, y, groups)
* port
* pep8
* dabl -> sklearn
* add _required_parameters
* skipping check in rst file if pandas not installed
* Update sklearn/model_selection/_search_successive_halving.py
Co-Authored-By: Joel Nothman <joel.nothman@gmail.com>
* renamed into GridHalvingSearchCV and RandomHalvingSearchCV
* Addressed thomas' comments
* repr
* removed passing group as a parameter to evaluate_candidates
* Joels comments
* pep8
* reorganized user user guide
* renaming
* update user guide
* remove groups support + pass fit_params
* parameter renaming
* pep8
* r_i -> resource_iter
* fixed r_i issues
* examples + removed use of word budget
* Added inpute checking tests
* added cv_resutlts_ user guide
* minor title change
* fixed doc layout
* Addressed some comments
* properly pass down fit_params
* change default value of force_exhaust_resources and update doc
* should fix doc
* Used check_fit_params
* Update section about min_resources and number of candidates
* Clarified ratio section
* Use ~ to refer to classes
* fixed doc checks
* Apply suggestions from code review
Co-authored-by: Joel Nothman <joel.nothman@gmail.com>
* Addressed easy comments from Joel
* missed some
* updated docstring of run_search
* Used f strings instead of format
* remove candidate duplication checks
* fix example
* Addressed easy comments
* rotate ticks labels
* Added discussion in the intro as suggested by Joel
* Split examples into sections
* minor changes
* remove force_exhaust_budget and introduce min_resources=exhaust
* some minor validation
* Added a n_resources_ attribute
* update examples
* Addressed comments
* passing CV instead of X,y
* minor revert for handling fit_params
* updated docs
* fix len
* whatsnew
* Add test for sampling when all_list
* minor change to top-k
* Force CV splits to be consistent across calls
* reorder parameters
* reduced diff
* added tests for top_k
* put back doc for groups
* not sure what went wrong
* put import at its place
* some comment
* Addressed comments
* Added tests for cv_results_ and base estimator inputs
* pep8
* avoid monkeypatching
* rename df
* use Joel's suggestions for testing masks
* Made it experimental
* Should fix docs
* whats new entry
* Apply suggestions from code review
Co-authored-by: Andreas Mueller <t3kcit@gmail.com>
* Addressed comments to docs
* Addressed comments in examples
* minor doc update
* minor renaming in UG
* forgot some
* some sad note about splitter statefulness :'(
* Addressed comments
* ratio -> factor
Co-authored-by: Joel Nothman <joel.nothman@gmail.com>
Co-authored-by: Andreas Mueller <t3kcit@gmail.com>
Co-authored-by: rasbt <mail@sebastianraschka.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
* shorten links in doc modules
* fix links
* implement suggested changes
* try to fix links with tilde sign
* change back broken links in computing.rst and try make link in faq.rst work
* implement reviewer's suggested changes
* Add Tensor Sketch algorithm
* Add user guide entry
* Add example
* Add benchmark
Co-authored-by: Christian Lorentzen <lorentzen.ch@googlemail.com>
Co-authored-by: Tom Dupré la Tour <tom.dupre-la-tour@m4x.org>
Co-authored-by: Roman Yurchak <rth.yurchak@gmail.com>
* Initial add DET curve to classification metrics
* Add DET to exports
* Fix DET-curve doctest errors
- Sample snippet in model_evaluation documentation was outdated.
* Clarify wording in DET-curve computation
- Align to the wording of ranking module to make it consistent.
- Add correct describtion of input and outputs.
- Update and fix non-existent links
* Beautify DET curve documentation source
- Limit line length to 80 characters.
* Expand DET curve documentation
- Add an example plot to show difference between ROC and DET curves.
- Expand Usage Note section with background information and properties
of DET curves.
* Update DET-curve documentation
- Fix typos and some grammar improvements.
- Use named references to avoid potential conflicts with other sections.
- Remove unneeded references and improved existing ones by using e.g.
using versioned links.
* Select relevant DET points using slice object
* Remove some dubiety from DET curve doc-string
* Add DET curve contributors
* Add tests for DET curves
* Streamline DET test by using parametrization
* Increase verbosity of DET curve error handling
- Explicitly sanity check input before computing a DET curve.
- Add test for perfect scores.
- Adapt indentation style to match the test module.
* Add reference for DET curves in invariance test
* Add automated invariance checks for DET curves
* Resolve merge artifacts
* Make doctest happy
* Fix whitespaces for doctest
* Revert unintended whitespace changes
* Revert unintended white space changes #2
* Fix typos and grammar
* Fix white space in doc
* Streamline test code
* Remove rebase artifacts
* Fix PR link in doc
* Fix test_ranking
* Fix rebase errors
* Fix import
* Bring back newlines
- Swallowed by copy/paste
* Remove uncited ref link
* Remove matplotlib deprecation warning
* Bring back hidden reference
* Add motivation to DET example
* Fix lint
* Add citation
* Use modern matplotlib API
Co-authored-by: Jeremy Karnowski <jeremy.karnowski@gmail.com>
Co-authored-by: Julien Cornebise <julien@cornebise.com>
Co-authored-by: Daniel Mohns <daniel.mohns@zenguard.org>
* fix brier
* fix brier
* add ref
* add ref for lint
* Add link to PDF for calibration book chapter.
* Fix broken repeated ref by using qualified identifier
* Fix indentation
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
* ENH: Add regularization to the main NMF class
* Update _nmf with suggestions from code review
Update `_nmf.py` with suggestion from review
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
* Refactor tests, fix linter errors
* Change default value to None
* Revert back to default value of "both"
* Update default value documentation acc to @thomasjpfan
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* CLN Places regularization at the end
* Add whatsnew entry
* DOC Fix
* DOC Fix
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Joseph Knox <jknox13@uw.edu>
Co-authored-by: Joseph Knox <joseph.edward.knox@gmail.com>
Co-authored-by: Peng Yu <peng.yu@shopify.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Joel Nothman <joel.nothman@gmail.com>
Breiman, Friedman, Ohlsen, Stone use a T with a tilde to denote the terminal nodes of a tree. A simple T would imply we are counting the nodes in the whole tree.
* Updated cross validation accuracy metric
* Added deterministic results
* Update std value
Co-authored-by: Juan Carlos Alfaro Jiménez <JuanCarlos.Alfaro@uclm.es>
* Revert output
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Juan Carlos Alfaro Jiménez <JuanCarlos.Alfaro@uclm.es>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
* init varimax
* fix py2 and add example text
* fix print again
* test, docs
* fix test
* fix doctstring
* np.allclose for test
* add refrence
* address comments
* update
* Fix linting failure.
* Fix deprecation warning.
* a bit of cleanup
* Address @jnothman's review comments.
* Update section divider
* Add note in what's new page and versionadded to docstring.
Co-authored-by: Eric Prestat <eric.prestat@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Juan Carlos Alfaro Jiménez <JuanCarlos.Alfaro@uclm.es>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: thomas.wesselink@ing.com <thomas.wesselink@ing.com>
Lucy Liu