Merge Dask-GLM into Dask-ML#557

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TomAugspurger wants to merge 183 commits intodask:mainfrom

TomAugspurger:merge-dask-glm

Commits on Nov 18, 2016

Commits on Jan 25, 2017

Update travis.yml (#1)

mrocklin
authored and
hussain
committed
Added backtracking line search tests.

cicdw
authored and
hussain
committed
Reorganized code into base.py and models.py

cicdw
authored and
hussain
committed
Changed the algorithm API slightly. Series based tests still can fail.

cicdw
authored and
hussain
committed
Refactored to standalone optimization algorithms for Logistic Regression.

cicdw
authored and
hussain
committed
Added proximal gradient method.

cicdw
authored and
hussain
committed
Added a function for creating some logistic output.

cicdw
authored and
hussain
committed
Edited some default settings.

cicdw
authored and
hussain
committed
Performance tweaks

mrocklin
authored and
hussain
committed
Separated out line search, used numba for log likelihood.

White
authored and
hussain
committed
use persist function from dask

mrocklin
authored and
hussain
committed
Add initial implementation of logistic regression with l1 penalty
hussain
committed
Add dask bleeding edge version
hussain
committed

Commits on Jan 26, 2017

Add dask bleeding edge version
hussain
committed
Merge branch 'master' of https://github.com/dask/dask-glm into hussainsultan-master
hussain
committed
Merge branch 'hussainsultan-master'
hussain
committed
Add flake8 compatability
hussain
committed
Remove `compute` from bfgs
hussain
committed
Merge pull request #2 from hussainsultan/master
cicdw
authored
Support absence of Numba
mrocklin
committed
optimize newton
mrocklin
committed
optimize bfgs
mrocklin
committed
Consolidated sigmoid functions.

Chris White
authored and
Chris White
committed
Removed duplicated gradient.py file and made sure old test still passes.

Chris White
authored and
Chris White
committed
squeeze y
mrocklin
committed
Added LFBGS convergence checks and a high-level test for unregularized logistic problems.

Chris White
authored and
Chris White
committed
Added LFBGS convergence checks and a high-level test for unregularized logistic problems.

Chris White
authored and
Chris White
committed
Added high-level test for unregularized optimizers.

Chris White
authored and
Chris White
committed
Merge pull request #10 from mrocklin/dev
cicdw
authored
flake8
mrocklin
committed

Commits on Jan 27, 2017

Merged in upstream changes.

Chris White
authored and
Chris White
committed
Tried to get BFGS to pass tests, but still failing.

Chris White
authored and
Chris White
committed
Clean up ADMM / BFGS tests.
cicdw
committed
Merge pull request #15 from moody-marlin/admm
hussainsultan
authored
Remove files
hussain
committed
Merge pull request #18 from hussainsultan/master
hussainsultan
authored

Commits on Jan 30, 2017

Add basic convergence tests (#20)
mrocklin
authored

Commits on Jan 31, 2017

Use persist in proximal grad (#21)
mrocklin
authored

Commits on Feb 1, 2017

ADMM (#22)

cicdw
authored and
mrocklin
committed

Commits on Feb 2, 2017

test correctness of admm (#24)
mrocklin
authored

Commits on Feb 5, 2017

Added notes on sigmoid approximation.
inati
committed

Commits on Feb 13, 2017

Commits on Feb 18, 2017

Commits on Feb 20, 2017

Commits on Mar 22, 2017

Update scaling in admm convergence check; fix scipy calls. (#37)

cicdw
authored and
mrocklin
committed

Commits on Apr 10, 2017

Commits on Apr 20, 2017

API: Implement scikit-learn compat API
TomAugspurger
committed

Commits on Apr 23, 2017

Merge pull request #40 from TomAugspurger/api
cicdw
authored

Commits on Apr 27, 2017

Support sparse arrays (#42)
mrocklin
authored

Commits on Apr 28, 2017

Update Logistic loglike to prevent overflow.
cicdw
committed

Commits on Apr 30, 2017

Spike out standardize decorator.

Chris White
authored and
Chris White
committed
Spike out normalize decorator with tests.

Chris White
authored and
Chris White
committed
Decorate the halls; distributed test fails.

Chris White
authored and
Chris White
committed
Remove all prints; should be handled via warnings.

Chris White
authored and
Chris White
committed

Commits on May 2, 2017

Add input scaling for non-intercept fits.

Chris White
authored and
Chris White
committed
Fix distributed determinism test with copy.

Chris White
authored and
Chris White
committed
Increase lambda to decrease test failures.

Chris White
authored and
Chris White
committed
Flaked

Chris White
authored and
Chris White
committed

Commits on May 3, 2017

Add Poisson regression support (WIP). (#46)

mpancia
authored and
cicdw
committed

Commits on May 4, 2017

Elastic Net Regularizer (#49)

postelrich
authored and
cicdw
committed

Commits on May 5, 2017

Merge upstream master.

Chris White
authored and
Chris White
committed
Decorator injects normalize kwarg.

Chris White
authored and
Chris White
committed
Normalize raises if multiple constants detected.

Chris White
authored and
Chris White
committed
Add comment on copy

Chris White
authored and
Chris White
committed
Remove newton doc string for now

Chris White
authored and
Chris White
committed
flaked

Chris White
authored and
Chris White
committed

Commits on May 9, 2017

L-BFGS solver based on scipy.optimize with L2 regularization (#50)

MLnick
authored and
mrocklin
committed

Commits on May 10, 2017

Merge in lbfgs.

Chris White
authored and
Chris White
committed
Remove level of depth from normalize decorator

Chris White
authored and
Chris White
committed
Merge pull request #44 from moody-marlin/logistic-overflow
TomAugspurger
authored
DOC: Add module documentation
TomAugspurger
committed
BUG: Accept **kwargs in rest of algorithms
TomAugspurger
committed

Commits on May 11, 2017

Commits on May 16, 2017

DOC: Add links to readthedocs
TomAugspurger
authored

Commits on May 22, 2017

Use setuptools scm
TomAugspurger
committed

Commits on May 23, 2017

Merge pull request #56 from TomAugspurger/setuptools-scm
TomAugspurger
authored

Commits on Jul 13, 2017

Commits on Jul 18, 2017

copy
agramfort
committed

Commits on Jul 22, 2017

Commits on Jul 26, 2017

Merge pull request #58 from agramfort/fix_notebook
TomAugspurger
authored

Commits on Oct 2, 2017

Commits on Oct 12, 2017

Update and normalize docstrings (#62)
mrocklin
authored

Commits on Oct 24, 2018

Update to use dask.config.set and schduler keyword (#72)

jrbourbeau
authored and
mrocklin
committed
RLS: 0.2.0
TomAugspurger
committed

Commits on Nov 16, 2018

Fix some documentation typos (#71)

zdgriffith
authored and
mrocklin
committed

Commits on Mar 20, 2019

Commits on Mar 22, 2019

Add missing n_iter_ estimators docstring
pentschev
committed

Commits on Mar 25, 2019

Fix newton number of interations computation
pentschev
committed

Commits on Sep 10, 2019

Scatter lbfgs current weights to workers
jdlesage
committed

Commits on Sep 11, 2019

Commits on Sep 18, 2019

Commits on Sep 20, 2019

Use _meta to detect an array is sparse.
jdlesage
committed

Commits on Sep 23, 2019

Commits on Sep 24, 2019

Commits on Sep 25, 2019

Commits on Sep 30, 2019

Merge pull request #82 from jdlesage/sparse_matrix
TomAugspurger
authored

Commits on Oct 16, 2019

Commits on Oct 17, 2019

Commits on Jun 23, 2020

Merge remote-tracking branch 'upstream/master' into merge-dask-glm
TomAugspurger
committed

Commits on Jun 24, 2020