Line length (#93)

* update to xval fitscore to support XGBoost models

* xval refactor

* xval refactor

* update to timeseries; Added save/load functionality

* review of xval

* review of graph

* updated param to camelcase

* review of graphing structure

* added utils function

* made naming verbose. Cleaned up code formatting for if statements

* update README

* add @Private for util funcs

* new fresh format

* new fresh format

* fixes to hyperparam json file for single values

* utils refactor

* feature function refactor

* final refactoring

* formatting

* formatting review

* timeseries windows tests

* updates to fresh tests

* python utilities

* refactor of util folder

* refactor review

* refactor or optimize section

* Addition of test script for line length exceeding 80 characters, updates in line with this and minor changes to aspects of the optimization code

* Added deprecation warning. Updated namespace for xval

* review of clust code

* updated cutDict comment

* upd cutK

* Minor changes to deprecation functionality

* updated functionMapping for clustering

* fixed sigfeat tests

* updates resulting from review of clustering refactor/update

* fix to scoring tests

* Fix bugs

* review of clust update

* Fixed hierarchial comments

* removed redundant min function

* added WLS,OLS functionality, updated describe function. Updated failing tests for fresh

* updated tests and describe function

* addition of stats folder

* update order of inputs

* updated format of fit/predict inputs

* added WLS fit function. Fixed inputs to OLS fit order

* fixed travis issue for mac

* resolved comments

* changed all fit/predict functions to the same format. Updated timeseries tests

* fixed indentation

* added stats tests to bash script

* added time series tests for windows

* resolve latest comments

* update function mapping and fixed comments

* addition of README

* updated describe function, fixed errors in timeseries and graphimg

* fixed filelength

* ml utilities style review

* fixed line lengths

* fixed crossEntropy

* fixed .ml.i.findKey

* added changes from comments

* review of stats

* reviewed fresh and fixed stats test

* updating clustering and replying to comments on stats and fresh

* try to fix 'branch outside repository error'

* new commit on new branch

* changes to clust/utils.q after comments

* commiting with kx email address

* commiting with kx email address

* review optimize library

* fixed desc from fileoverview

* changes for comments

* fixed @type comments

* review remainder of ml libraries

* changes following comments

* fileoverview changed in pipeline file

* changed init file

* fixed .ml.i.ap added .ml.infReplace for all types

* added test for keyed table infReplace

* change predict -> transform

* fixed init file. Clash with AutoML if not in ml namespace

* resolved comments

* fix roc curve

* updated docker image

* line length error fix

Co-authored-by: Deanna Morgan <dmorgan1@kx.com>
Co-authored-by: dmorgankx <44678213+dmorgankx@users.noreply.github.com>
Co-authored-by: Conor McCarthy <conormccarthy@192.168.1.119>
Co-authored-by: Conor McCarthy <conormccarthy@192.168.1.132>
Co-authored-by: unknown <Andrew Morrison>
Co-authored-by: Andrew Morrison <amorrison1@firstderivatives.com>
Co-authored-by: Andrew Morrison <amorrison1@kx.com>

Author: 5 people

xval/xval.q

@@ -426,5 +426,7 @@ loadfile`:util/mproc.q
 loadfile`:util/pickle.q
 
 //  If multiple processes are available, multi-process cross validation library
-if[0>system"s";multiProc.init[abs system"s"]enlist".ml.loadfile`:util/pickle.q"];
+if[0>system"s";
+  multiProc.init[abs system"s"]enlist".ml.loadfile`:util/pickle.q"
+  ];
 xv.picklewrap:{picklewrap[(0>system"s")&.p.i.isw x]x}