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dfatool
decisiontrees
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Performance Model Generation for Configurable System Components
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parameters.py
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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
2021-12-23
model: add sklearn CART support (CART with scalar features)
Daniel Friesel
-0
/
+48
2021-12-03
dtree: switch to ssr loss
Daniel Friesel
-12
/
+13
2021-12-03
optionally ignore scalar parameters during dtree split generation
Daniel Friesel
-14
/
+53
2021-12-01
add ParamType helper class
Daniel Friesel
-0
/
+30
2021-11-17
export number of dtree nodes to dataref
Daniel Friesel
-0
/
+4
2021-11-16
add configuration variable for non-binary dtree node support
Daniel Friesel
-6
/
+28
2021-10-25
"values" is countable
Daniel Friesel
-1
/
+1
2021-10-14
do not remove codependent parameters which have (None, !None) pairs
Daniel Friesel
-4
/
+19
2021-10-13
codependent_param_dict: Do not throw away entirely non-numeric parameters.
Daniel Friesel
-2
/
+4
2021-08-31
docs
Daniel Friesel
-0
/
+12
2021-08-26
documentation
Daniel Friesel
-4
/
+22
2021-08-24
dtree: Add function arg support. Update tests to reflect new models.
Daniel Friesel
-10
/
+19
2021-08-24
fitting is not useful if there are less than 3 distinct int values
Daniel Friesel
-2
/
+12
2021-08-24
support override functions in dtree code
Daniel Friesel
-14
/
+18
2021-08-23
move build_dtree method back to ModelAttribute class
Daniel Friesel
-0
/
+130
2021-08-23
remove unused legacy attr.build_dtree code
Daniel Friesel
-118
/
+2
2021-08-23
Automatically build simple analytic or tree-based analytic model as needed
Daniel Friesel
-3
/
+21
2021-08-19
ParallelParamFit -> ParamFit, optionally without parallelism
Daniel Friesel
-2
/
+2
2021-07-12
ModelAttribute, SplitFunction: Fix from_json methods
Daniel Friesel
-3
/
+7
2021-05-10
analyze-config, to_json: use paramNames in exported json nodes
Daniel Friesel
-2
/
+2
2021-04-20
proper kconfig-webconf export
Daniel Friesel
-0
/
+3
2021-03-25
ParamStats: Remove unused std matrix / lut matrix
Daniel Friesel
-70
/
+15
2021-03-17
always handle co-dependent parameters
Daniel Friesel
-111
/
+80
2021-03-16
move codependent parameter detection to Model / ModelAttribute
Daniel Friesel
-11
/
+62
2021-03-16
parameters: remove unused _reduce_param_matrix function
Daniel Friesel
-34
/
+0
2021-03-15
detect co-dependent parameters (wip)
Daniel Friesel
-1
/
+48
2021-03-08
add dataref export
Daniel Friesel
-0
/
+4
2021-03-05
eval: remove unused function_args argument
Daniel Friesel
-0
/
+9
2021-03-04
PTA State/Transition: Use ModelFunction instead of PTAAttribute
Daniel Friesel
-2
/
+20
2021-03-03
Remove ModelInfo; add info to ModelFunction instead
Daniel Friesel
-8
/
+3
2021-03-02
ModelAttribute + sub-classes: add to_json method
Daniel Friesel
-0
/
+9
2021-03-02
ModelAttribute: remove get_fitted(), use .model_function, .model_info instead
Daniel Friesel
-31
/
+32
2021-03-02
add hashbang to modules
Daniel Friesel
-0
/
+1
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