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2024-03-22RMT: add max depth hyper-parameterBirte Kristina Friesel-0/+1
2024-03-07feature pre-processing via information gainBirte Kristina Friesel-0/+2
2024-03-07RMT: support mutual information-based parameter relevanceBirte Kristina Friesel-1/+2
2024-03-07DFATOOL_RMT_IGNORE_IRRELEVANT_PARAMS=1 → ↵Birte Kristina Friesel-1/+1
DFATOOL_RMT_RELEVANCE_METHOD=std_by_param
2024-03-07Replace RMT_ENABLED=0 with MODEL=ulsBirte Kristina Friesel-2/+1
2024-03-06Add LightGBM supportBirte Kristina Friesel-1/+12
2024-02-26add RMT_SUBMODEL=cartBirte Kristina Friesel-1/+1
2024-02-22Support Symbolic Regression rather than ULS in RMT leavesBirte Kristina Friesel-1/+1
2024-02-22Replace DFATOOL_RMT_FUNCTION_LEAVES=0 with DFATOOL_RMT_SUBMODEL=staticBirte Kristina Friesel-2/+1
2024-02-21make SymbolicRegressionFunction inherit from SKLearnRegressionFunctionBirte Kristina Friesel-1/+1
2024-02-21Rename DFATOOL_FIT_LINEAR_ONLY=1 to DFATOOL_SUBMODEL=folBirte Kristina Friesel-1/+1
2024-02-21Rename DFATOOL_DTREE_* to DFATOOL_RMT_*Birte Kristina Friesel-5/+5
2024-02-21Replace DFATOOL_FIT_FOL with DFATOOL_MODEL=folBirte Kristina Friesel-2/+1
2024-02-21update documentation and examplesBirte Kristina Friesel-4/+1
2024-02-19categorial → categoricalBirte Kristina Friesel-1/+1
2024-02-09frozendict is no longer requiredBirte Kristina Friesel-2/+1
2024-02-06README: Clarify DFATOOL_LMT_MIN_SAMPLES_LEAF semanticsBirte Kristina Friesel-1/+1
2024-01-26LMT documentation: refer to lineartree.py for detailsBirte Kristina Friesel-2/+2
2024-01-25Use LMT algorithm defaults for max depth and min samples leaf.Birte Kristina Friesel-4/+4
max bins remains at 120 (≠25), but that one should only affect run-time and not accuracy/complexity
2024-01-25XGB: switch to XGBoost defaultsBirte Kristina Friesel-7/+7
2024-01-25LMT: Tailor hyper-parameters towards higher accuracy (and longer training time)Birte Kristina Friesel-1/+6
Also, allow users to override them
2024-01-19README: Specify that DFATOOL_PARAM_CATEGORIAL_TO_SCALAR=1 sorts lexicallyBirte Kristina Friesel-1/+1
2024-01-19README: Nowadays, DFATOOL_ULS_ERROR_METRIC=ssr by defaultBirte Kristina Friesel-1/+1
2024-01-18Rename DFATOOL_{'' → ULS_}SKIP_CODEPENDENT_CHECKBirte Kristina Friesel-1/+1
2024-01-18Document DFATOOL_SKIP_CODEPENDENT_CHECKBirte Kristina Friesel-0/+1
2024-01-18kconfig: ignore strings by default (implicit DFATOOL_KCONF_IGNORE_STRING=1)Birte Kristina Friesel-1/+1
2024-01-17Disable DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS by defaultBirte Kristina Friesel-1/+1
It is not working properly in 95% of cases
2024-01-12Expose DFATOOL_ULS_MIN_DISTINCT_VALUES training hyper-parameterBirte Kristina Friesel-0/+1
2024-01-12It's THRESHOLD, not TRESHOLD. Oops.Birte Kristina Friesel-1/+1
2024-01-12Document DFATOOL_PARAM_RELEVANCE_TRESHOLDBirte Kristina Friesel-0/+1
2024-01-11add model assessment documentationBirte Kristina Friesel-0/+1
2024-01-11doc: mention that --plot-param also shows model predictionsBirte Kristina Friesel-1/+1
2024-01-10Expose more XGBoost training hyper-parameters via environment variablesBirte Kristina Friesel-4/+16
2024-01-09RMT: Add links to RMT and non-binary tree node papersBirte Kristina Friesel-1/+1
2023-12-14paramfit: Introduce DFATOOL_ULS_ERROR_METRIC for non-rmsd function selectionBirte Kristina Friesel-0/+1
2023-12-08README: Document OMP_NUM_THREADS for xgboostBirte Kristina Friesel-0/+1
2023-12-01textual and visual data analysis (wip)Birte Kristina Friesel-0/+8
2023-11-27some more documentation cleanupBirte Kristina Friesel-15/+13
2023-11-27how do I even markdownBirte Kristina Friesel-5/+5
2023-11-27README: move SPL documentation into separate filesBirte Kristina Friesel-49/+10
2023-11-13README: list of supported performance modelsBirte Kristina Friesel-0/+17
2023-11-13more specific logfile limitationsBirte Kristina Friesel-1/+2
2023-11-13README: dfatool also supports generic logfile analysisBirte Kristina Friesel-3/+13
2022-11-29README: remove duplicate DFATOOL_KCONF_WITH_CHOICE_NODES mentionDaniel Friesel-1/+1
2022-10-21README: refer to kconfig-webconf documentation for NFP model usageDaniel Friesel-2/+4
2022-10-13README: model generation for kconfig-webconfDaniel Friesel-2/+13
2022-09-23readme: add more references to project filesDaniel Friesel-3/+2
2022-09-23markdown renderer testDaniel Friesel-1/+1
2022-09-23markdownDaniel Friesel-21/+11
2022-09-23README: Add a paragraph explaining the name 'dfatool'Daniel Friesel-0/+6
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