Commit graph

12 commits

Author SHA1 Message Date
Ryan Nazareth
39c619dbf7
Running Cross-Validation with Multiprocessing Option (#1356)
* Add multiprocessing Pool and create function for single cutoff forecast

* add params to single forecast function

* Add iterable for input params for pool

* Add docstring for single cutoff forecast func

* Add check for multiprocessing in test_cross_validation

* check ofr is None and is True and add better description for multiprocess in docstring

* Raise error if wrong args chosen and add test

* fix conflicts

* Change arg to True/False, model.kwargs

* docstring units and few more fixes

* change to iterator and add back tqdm to for loop

* add option in diagnosics notebook about multiprocessing option

* add extra test for checking calls to single forecast func
2020-03-09 12:25:01 -07:00
Ben Letham
269133c133 Change cross validation performance metrics to first aggregate over horizon before computing rolling average (#839, #863) 2019-05-08 10:47:26 -07:00
Ben Letham
52bbb08dee Add note to documentation about acceptable units for diagnostics 2018-12-03 19:20:21 -08:00
Ben Letham
580d4e4ea9 Documentation update for not failing with constant extra regressor 2018-06-01 14:57:07 -07:00
bl
f5b4249180 Remove all semicolons from documentation; mark hidden outputs 2018-05-30 18:47:16 -07:00
bl
e21a05f4f9 Remove log transforms in the documentation by log transforming the CSVs, to avoid people thinking they have to log transform their data in order to use Prophet. 2018-05-30 15:34:41 -07:00
Ben Letham
5bcc1bc094 Clarification in diagnostics documentation 2018-05-29 17:10:34 -07:00
Ben Letham
13976d07b7 Documentation: cross_validation with extra regressors requires multiple values 2018-05-28 15:13:58 -07:00
Ben Letham
b052b56d33 Refactor cross validation metrics for rolling window, add visualization, put example in notebook (R) 2018-05-04 15:07:35 -07:00
Ben Letham
8198afe17a Add a visualiztion of cross validation prediction performance vs. horizon 2018-05-04 11:21:40 -07:00
bl
1d8f5f906b Regenerate all documentation 2017-09-02 13:07:49 -07:00
bl
2f9b20b2d3 Documentation for cross validation 2017-09-02 10:53:38 -07:00