Commit Graph

9 Commits

Author SHA1 Message Date
Nicolas Hug 2df846281f DOC User guide section for histogram-based GBDTs (#14525)
* User guide for histogram based GBDTs

* Added backlinks to user guide in classes

* typos

* Roman's comments

* reduce diff

* Update doc/modules/ensemble.rst

* Addressed comments

* Added why it's faster explanation

* references at the end

* Update doc/modules/ensemble.rst

* Update doc/modules/ensemble.rst

* Update doc/modules/ensemble.rst

* added where code is parallel

* removed missing values section
2019-08-05 18:57:36 +02:00
Nicolas Hug dd78658d25 [MRG] Support for infinite values in GBDTs (#14406) 2019-07-19 14:58:53 +02:00
Nicolas Hug 0eaaeafd1b EHN Fast PDPs for histogram-based GBDT (#13769) 2019-07-11 14:52:55 +02:00
Johann Faouzi db2342f416 [MRG] Use resample to compute the small training set in HistGBT (#14194) 2019-07-08 09:57:02 +02:00
Adrin Jalali 71bc5ab38d MNT use relative imports in hist-gradient-boosting (#14211) 2019-06-28 11:04:58 -04:00
Johann Faouzi da96da96f0 EHN Add warm_start parameter to HistGradientBoosting (#14012) 2019-06-21 15:18:24 +02:00
Johann Faouzi 227ebc4815 DOC fix the default value of learning_rate in docstring of HistGBC. (#14072) 2019-06-12 15:09:21 +02:00
Nicolas Hug 2a7194de7a FIX Bin training and validation data separately in GBDTs (#13933) 2019-05-28 10:46:41 -04:00
Nicolas Hug 9f68c992ae [MRG+2] Faster Gradient Boosting Decision Trees with binned features (#12807) 2019-04-26 21:14:59 +02:00