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dfatool
decisiontrees
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merge-prep/janis
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Performance Model Generation for Configurable System Components
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parameters.py
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2023-11-27
--info: also print range of observations
Birte Kristina Friesel
-0
/
+6
2023-02-01
XGB: Add --export-webconf support (generate a list of CART)
Daniel Friesel
-2
/
+6
2022-12-23
also respect relevance threshold in depends_on_arg
Daniel Friesel
-1
/
+2
2022-12-22
make threshold for parameter relevance heuristic configurable
Daniel Friesel
-3
/
+12
2022-11-29
dataref export: add number of inner decision tree nodes
Daniel Friesel
-8
/
+6
2022-11-29
dtree export: a single-node tree has a depth of zero, not one.
Daniel Friesel
-1
/
+1
2022-10-27
param: export LUT complexity
Daniel Friesel
-1
/
+3
2022-10-18
--export-dref: calculate model complexity
Daniel Friesel
-0
/
+3
2022-10-13
parameters: add some warnings
Daniel Friesel
-0
/
+11
2022-06-14
MOdelAttribute/FOL: Ignore parameters that only have a single distinct value
Daniel Friesel
-2
/
+5
2022-06-08
FOL: Add JSON export
Daniel Friesel
-1
/
+1
2022-06-03
support ignoring 'irrelevant' parameters in FOL function
Daniel Friesel
-1
/
+9
2022-06-03
add first order linear functions for evaluation purposes
Daniel Friesel
-51
/
+9
2022-05-30
_corr_by_param: catch TypeError as well
Daniel Friesel
-4
/
+2
2022-05-30
_corr_by_param: cast floaty strings to float
Daniel Friesel
-1
/
+3
2022-03-29
parameters: to_dot: Allow exporting single-node trees
Daniel Friesel
-1
/
+5
2022-03-23
RMT, CART, XGB: Add #leaves to dref export
Daniel Friesel
-2
/
+6
2022-03-21
dtree: fix missing function leaves when nonbinary nodes are disabled
Daniel Friesel
-7
/
+7
2022-03-17
dtree: only compute by_param if ignore_irrelevant_parameters is set
Daniel Friesel
-6
/
+7
2022-03-17
dataref export: LMT: add number of leaves
Daniel Friesel
-0
/
+3
2022-03-02
ModelAttribute.to_json: special handling for CARTFunction. TODO refactoring
Daniel Friesel
-0
/
+45
2022-03-01
refactor tree generation overrides into build_dtree
Daniel Friesel
-8
/
+34
2022-03-01
Add SKLEARN DECART support
Daniel Friesel
-5
/
+23
2022-03-01
LMT: set max depth to 20
Daniel Friesel
-1
/
+1
2022-02-22
ModelAttribute: Keep original parameters when handling interdependent ones
Daniel Friesel
-2
/
+3
2022-02-21
add dtree graphviz/dot export via --export-dot / to_dot()
Daniel Friesel
-0
/
+63
2022-02-09
allow dtree relevant parameter detection to be disabled
Daniel Friesel
-6
/
+12
2022-02-04
use O(n) instead of O(2^m) iterator in _mean_std_by_param. Oops.
Daniel Friesel
-20
/
+16
2022-02-02
build_dtree: improve debug output
Daniel Friesel
-7
/
+7
2022-02-02
build_dtree: ignore codependent parameters
Daniel Friesel
-0
/
+1
2022-02-01
dref export: static and analytic function ≙ single-node tree
Daniel Friesel
-0
/
+3
2022-01-31
RMT generation: only split on relevant variables
Daniel Friesel
-3
/
+19
2022-01-31
ParamStats: Remove unused can_be_fitted function
Daniel Friesel
-30
/
+0
2022-01-31
LMT generation: Catch LinAlg errors (e.g. during SVD), fall back to static
Daniel Friesel
-1
/
+6
2022-01-28
PTAModel: Add force_tree option
Daniel Friesel
-0
/
+1
2022-01-27
add LMT support via https://github.com/cerlymarco/linear-tree
Daniel Friesel
-0
/
+21
2022-01-26
Add tree attribute export for XGBoost
Daniel Friesel
-2
/
+6
2022-01-21
add depth / #nodes accessor to sklearn CART model
Daniel Friesel
-2
/
+2
2022-01-21
"if np.std(data) < 0". real galaxy brain condition right there.
Daniel Friesel
-1
/
+1
2022-01-21
parameters: fix xgb model dump
Daniel Friesel
-2
/
+3
2022-01-18
optionally export xgboost model
Daniel Friesel
-0
/
+3
2022-01-17
build_tree: oops. properly set staticfunction
Daniel Friesel
-2
/
+4
2022-01-17
XGBoost: add env variables for num regressors and max depth
Daniel Friesel
-6
/
+10
2022-01-17
CART, XGBoost: Fall back to StaticFunction if no parameters are available
Daniel Friesel
-0
/
+10
2022-01-17
XGBoost: Input data must be two-dimensional
Daniel Friesel
-1
/
+1
2022-01-06
param_to_ndarray: remove debug output
Daniel Friesel
-3
/
+0
2022-01-06
perform categorial→scalar conversion based on env var
Daniel Friesel
-2
/
+6
2022-01-06
sklearn (CART, XGBoost): support mapping of categorial parameter values to sc...
Daniel Friesel
-8
/
+30
2022-01-06
add preliminary xgboost support
Daniel Friesel
-0
/
+20
2022-01-05
store decision tree attributes of xv models in dataref export
Daniel Friesel
-1
/
+2
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