* 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- Sample snippet in model_evaluation documentation was outdated.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>
Sunitha Selvan