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2024-07-01mutual_information: handle skipped parameters; return a dictBirte Kristina Friesel-9/+10
2024-07-01model: add mutual_information accessorBirte Kristina Friesel-0/+3
2024-06-28analyze-log: add --information-gainBirte Kristina Friesel-0/+40
2024-06-27fix UnboundLocalError. Yay for Python variable scoping.Birte Kristina Friesel-2/+2
2024-06-27analyze-kconfig: only import plotter (→matplotlib) when neededBirte Kristina Friesel-1/+2
2024-06-10splitinfo: sort keysBirte Kristina Friesel-1/+1
2024-05-23--export-csv-dialec: add excel-lf (excel with LF rather than CRLF)Birte Kristina Friesel-1/+11
2024-05-23Support CSV exports in UNIX dialect (without CRLF) via --export-csv-dialectBirte Kristina Friesel-2/+10
2024-03-22oooopsBirte Kristina Friesel-0/+1
2024-03-22handle mis-specified param filtersBirte Kristina Friesel-1/+5
2024-03-22RMT: add max depth hyper-parameterBirte Kristina Friesel-3/+19
2024-03-21--skip-param-stats and --force-tree are no longer dependentBirte Kristina Friesel-18/+1
2024-03-19dataref export: add preprocessing and RMT method/thresholdBirte Kristina Friesel-6/+29
2024-03-19cli: dataref export: sort by env names rather than values. oops.Birte Kristina Friesel-1/+1
2024-03-12soft_cast_int_or_float: handle values that already are int/floatBirte Kristina Friesel-1/+3
2024-03-12handle floating-point parameter valuesBirte Kristina Friesel-4/+18
2024-03-11CSVfile loader: get ignored and observation (attr) cols from envBirte Kristina Friesel-4/+40
2024-03-11Move Logfile and CSVfile from utils to a new loader classBirte Kristina Friesel-99/+104
2024-03-08build_rmt: handle sklearn.feature_selection.mutual_info_regression failuresBirte Kristina Friesel-3/+9
2024-03-08looks like past-derf actually knew what she was doingBirte Kristina Friesel-0/+1
2024-03-08build_rmt: use DFATOOL_RMT_RELEVANCE_THRESHOLD exclusivelyBirte Kristina Friesel-9/+2
2024-03-08minor warning improvementsBirte Kristina Friesel-9/+9
2024-03-08make FOLFunction inherit from SKLearnRegressionFunctionBirte Kristina Friesel-16/+15
2024-03-08symreg hyper paramBirte Kristina Friesel-11/+15
2024-03-08Add CSV support; right now hard-coded for kaggle acher linux-kernel-sizeBirte Kristina Friesel-0/+25
2024-03-08SKLearnRegressionFunction: export ndarray and pre-proc paramcount to drefBirte Kristina Friesel-45/+73
2024-03-08move fit_parameters check to helper functionBirte Kristina Friesel-60/+26
2024-03-07feature pre-processing via information gainBirte Kristina Friesel-7/+110
2024-03-07RMT: support mutual information-based parameter relevanceBirte Kristina Friesel-0/+26
2024-03-07DFATOOL_RMT_IGNORE_IRRELEVANT_PARAMS=1 → DFATOOL_RMT_RELEVANCE_METHOD=std_b...Birte Kristina Friesel-21/+12
2024-03-07Replace RMT_ENABLED=0 with MODEL=ulsBirte Kristina Friesel-3/+4
2024-03-07dataref export: include environment variablesBirte Kristina Friesel-0/+3
2024-03-07lightgbm: use same logger as dfatoolBirte Kristina Friesel-0/+1
2024-03-06Add LightGBM supportBirte Kristina Friesel-1/+190
2024-03-06boxplot_param: fix --filter-param handlingBirte Kristina Friesel-1/+1
2024-03-06import lightgbmBirte Kristina Friesel-0/+1
2024-02-26add RMT_SUBMODEL=cartBirte Kristina Friesel-2/+8
2024-02-26Logfile.load: fix errors in error outputBirte Kristina Friesel-3/+2
2024-02-26add --export-csv-unparam supportBirte Kristina Friesel-0/+27
2024-02-23SymbolicRegressionFunction: export hyper-parameters to datarefBirte Kristina Friesel-0/+13
2024-02-22Support Symbolic Regression rather than ULS in RMT leavesBirte Kristina Friesel-15/+28
2024-02-22Replace DFATOOL_RMT_FUNCTION_LEAVES=0 with DFATOOL_RMT_SUBMODEL=staticBirte Kristina Friesel-5/+6
2024-02-21SymbolicRegressor: Add hyper-parameters and complexity score calculationBirte Kristina Friesel-1/+78
2024-02-21SymReg: use MSE and set feature_namesBirte Kristina Friesel-2/+4
2024-02-21black(1)Birte Kristina Friesel-12/+12
2024-02-21make SymbolicRegressionFunction inherit from SKLearnRegressionFunctionBirte Kristina Friesel-112/+38
2024-02-21rename build_dtree to build_rmtBirte Kristina Friesel-10/+10
2024-02-21Rename DFATOOL_FIT_LINEAR_ONLY=1 to DFATOOL_SUBMODEL=folBirte Kristina Friesel-2/+2
2024-02-21Rename DFATOOL_DTREE_* to DFATOOL_RMT_*Birte Kristina Friesel-7/+7
2024-02-21build_dtree: there is no need to explicitly pass param_values and dataBirte Kristina Friesel-8/+2
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