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2024-02-21move (de)cart, lmt, xgb model generation into separate ModelAttribute functionsBirte Kristina Friesel-84/+99
2024-02-21model: Remove no longer useful build_dtree wrapperBirte Kristina Friesel-39/+24
2024-02-21Always build model in get_fitted; never in constructorBirte Kristina Friesel-40/+23
2024-02-21Move CART/LMT/XGB fitting into the respective modulesBirte Kristina Friesel-217/+270
2024-02-20Re-add (very very basic, for now) Symbolic Regression supportBirte Kristina Friesel-6/+148
2024-02-19FOLFunction: Do not redundantly pass param_names to constructor.Birte Kristina Friesel-2/+1
2024-02-19--show-model-complexity: sort lexicallyBirte Kristina Friesel-2/+2
2024-02-19categorial → categoricalBirte Kristina Friesel-48/+50
2024-02-12XGBoostFunction: fix complexity score and statistics calculationBirte Kristina Friesel-4/+7
2024-02-12CART, LMT export: handle function argsBirte Kristina Friesel-2/+9
2024-02-12PTAModel.to_json: Handle missing states due to --filter-observationsBirte Kristina Friesel-1/+6
2024-02-12unfuck param_names / feature_names handlingBirte Kristina Friesel-169/+140
2024-02-09frozendict is no longer requiredBirte Kristina Friesel-4/+1
2024-02-09... oopsBirte Kristina Friesel-1/+1
2024-02-09CART.to_json: support function argumentsBirte Kristina Friesel-3/+22
2024-02-09Implement --show-model=param for XGBBirte Kristina Friesel-0/+7
2024-02-09print_splitinfo: correctly chain if/elif…Birte Kristina Friesel-2/+2
2024-02-09computers hardBirte Kristina Friesel-13/+13
2024-02-09analyze-archive: remove debug outputBirte Kristina Friesel-2/+0
2024-02-09filter-param: support parameter names ending with '!'Birte Kristina Friesel-11/+30
2024-02-09filter-param: support basic numeric operations and ∈ conditionsBirte Kristina Friesel-13/+47
2024-02-09add --param-shift=param=categorial optionBirte Kristina Friesel-1/+3
2024-02-09--show-model-error: indicate loaded/json model valuesBirte Kristina Friesel-1/+14
2024-02-09LMT export: set paramIndex; use correct parameterNames in analytic nodesBirte Kristina Friesel-2/+12
2024-02-09from_json: Support models without argCount and valueBirte Kristina Friesel-3/+5
2024-02-08json export: leave out undefined valueError / functionError itemsBirte Kristina Friesel-7/+4
2024-02-08Document nodes in exported modelsBirte Kristina Friesel-0/+61
2024-02-08model export/import: rename paramDecisionValue to thresholdBirte Kristina Friesel-11/+9
2024-02-06README: Clarify DFATOOL_LMT_MIN_SAMPLES_LEAF semanticsBirte Kristina Friesel-1/+1
2024-02-06--export-json: pretty-print for easier manual editingBirte Kristina Friesel-2/+14
2024-02-06Add ScalarSplitFunction support for manual scalar splits in RMTBirte Kristina Friesel-10/+135
2024-02-02... add cli.py with --load-json definitionBirte Kristina Friesel-0/+6
2024-02-02ModelAttribute.from_json: Set mean/median from static modelBirte Kristina Friesel-0/+2
2024-02-02analyze-log, analyze-kconfig: preliminary --load-json supportBirte Kristina Friesel-38/+50
2024-02-02AnalyticModel: Add from_json constructorBirte Kristina Friesel-6/+32
2024-02-02Model: do not store distinct_values; they're part of stats anywaysBirte Kristina Friesel-10/+6
2024-02-01plotter: remove redundant color specifierBirte Kristina Friesel-1/+1
2024-01-29LMT: Fix DFATOOL_LMT_MIN_SAMPLES_LEAF default valueBirte Kristina Friesel-1/+3
2024-01-26plot_param: Handle low numeric rangesBirte Kristina Friesel-0/+2
2024-01-26LMT documentation: refer to lineartree.py for detailsBirte Kristina Friesel-2/+9
2024-01-25Use LMT algorithm defaults for max depth and min samples leaf.Birte Kristina Friesel-7/+7
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-16/+75
2024-01-25add an optional XV progress barBirte Kristina Friesel-0/+22
2024-01-25LMT: Tailor hyper-parameters towards higher accuracy (and longer training time)Birte Kristina Friesel-2/+60
Also, allow users to override them
2024-01-25add hyper-parameter export for CART and LMTBirte Kristina Friesel-0/+20
2024-01-24Revert "analyze-archive: pass static=True to static xv (ensures ↵Birte Kristina Friesel-4/+2
force_tree=False)" This reverts commit 21a8de382ce2fff0ba740856f60ba135b1d925dd. Breaks with --filter-observations
2024-01-24Use separate /hyper/ hierarchy for hyper-parameter exportBirte Kristina Friesel-13/+20
2024-01-24analyze-kconfig: add timing information to dataref exportBirte Kristina Friesel-26/+33
2024-01-23analyze-archive: pass static=True to static xv (ensures force_tree=False)Birte Kristina Friesel-2/+4
2024-01-23analyze archive: include timing data in dataref exportBirte Kristina Friesel-7/+17
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