Tags: ashgen/ml
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Refactor of ML Toolkit (KxSystems#87) * 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 Co-authored-by: Deanna Morgan <[email protected]> Co-authored-by: dmorgankx <[email protected]> Co-authored-by: Conor McCarthy <[email protected]> Co-authored-by: Conor McCarthy <[email protected]> Co-authored-by: unknown <Andrew Morrison> Co-authored-by: Andrew Morrison <[email protected]> Co-authored-by: Andrew Morrison <[email protected]>
Merge pull request KxSystems#82 from dmorgankx/cluster_streaming Addition of clustering fit, predict and update methods
v2.0.0 (KxSystems#79) * Handling of null datetimes in pandas dataframes, pandas > 1.0 now default for support * removal of error trap * Minor change to structure of dt_convert * unneccesary conversion to timestamp * wording update * addition of missing xval folder from releases * updated ksdistrib to correspond with scipy * sanity check for scipy version within select.q added * new grid/random/sobol searching methods * sobol requirements * requirement updates for sobol * check for number of random hps * sobol check fix * gs/rs tests * addition of 1st pass graph/pipeline code * initial pass at graphing tests * Increased testing, covering base functionality * update to account for testing and packaging of graph functionality * updated tab2df to account for list of char being passed * addition of most basic modules to ml toolkit (loading/saving data) * addition of loading and saving modules to ml graph library (most basic generally useful module) * update to graph functionality to handle generic dictionaries * minor update to graph.t to increase converage and explicitly test the output error not just that function errors * addition of node update failing functions * added labelencode function and tests to preproc * update to labelencode functionality and addition of application function for this * addition of time series and optimization functionality for oct 7th release * update to tests to correctly load data * update to README to add in reference to optimization, graphing and time series * added README for timeseries * changed time series to lower case * first pass at optimization tests * addition of datasets for testing * update to test data path * update to tests to handle discrepencies between q versions * update to optimize test and addition of dictCheck tests * revert of prediction functionality as tests are already covered * removal of sobol-seq from from requirements due to lack of conda install and issues with using this and conda * reintroduction of requirements file * trigger build * reordering of requirements to trigger build * stationality -> stationarity as this is the correct term * renaming of dataset for stationarity * movement from conda to pip install with docker * fixed windowed feat function * full coverage of failing tests for graph library * updated appveyor files * addition of width parameter to autocorrelation plot * addition of timeseries and optimization tests * included optimization files and fixed cluster test * added saved input files for optim func * restructure * restructure and addition of windows data * restructure and addition of windows data * separate windows and linux folders * updated optim tests for windows/linux Co-authored-by: dmorgankx <[email protected]> Co-authored-by: Deanna Morgan <[email protected]> Co-authored-by: Dianeod <[email protected]> Co-authored-by: Dianeod <[email protected]>
Tab2df update and test fix (KxSystems#78) * wording update * updated ksdistrib to correspond with scipy * sanity check for scipy version within select.q added * updated tab2df to account for list of char being passed * updated percentage_recurring_all_val to account for pandas update
Tab2df update and test fix (KxSystems#78) * wording update * updated ksdistrib to correspond with scipy * sanity check for scipy version within select.q added * updated tab2df to account for list of char being passed * updated percentage_recurring_all_val to account for pandas update
Update (KxSystems#76) * wording update * updated ksdistrib to correspond with scipy * sanity check for scipy version within select.q added
Update to include xval in releases and Kolmogorov-Smirnov implementat… …ion in line with Python (KxSystems#75) * Handling of null datetimes in pandas dataframes, pandas > 1.0 now default for support * removal of error trap * Minor change to structure of dt_convert * unneccesary conversion to timestamp * wording update * addition of missing xval folder from releases * updated ksdistrib to correspond with scipy Co-authored-by: Dianeod <[email protected]> Co-authored-by: Dianeod <[email protected]>
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