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uclamii
/
model_tuner
A library to tune the hyperparameters of common ML models. Supports calibration and custom pipelines.
Apache License 2.0
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Merge setup fix into the bayesian support
#60
elemets
closed
1 month ago
1
Pretty print of the pipeline steps as an output.
#59
elemets
closed
1 month ago
1
setup.py is being depreciated
#58
panas89
closed
1 month ago
1
Tutorial on imbalanced learn
#57
panas89
closed
1 week ago
0
RFE use
#56
panas89
closed
1 week ago
3
Pipeline overhaul
#55
elemets
closed
1 month ago
0
Report Model Metrics
#54
lshpaner
closed
1 month ago
0
added exception for when y=set to None by user
#53
lshpaner
closed
1 month ago
0
train_val_test
#52
panas89
closed
1 month ago
0
rem. unused inputs from tune_threshold_Fbeta(); updated docstring
#51
lshpaner
closed
1 month ago
0
Add fixed version constraints in install_requires
#50
lshpaner
closed
1 month ago
1
N_Jobs Not Usable Input
#49
lshpaner
closed
2 weeks ago
1
fixed bug, and added feature of class proportions boot sampling
#48
panas89
closed
1 month ago
0
Fixed Requirement Versions
#47
elemets
closed
1 month ago
2
Pipeline reference needs to be updated
#46
elemets
closed
1 month ago
1
Boosting Variable Rename
#45
elemets
closed
1 month ago
2
Update log of imbalanced learn
#44
panas89
closed
1 month ago
2
Refactor Version Constraints
#43
lshpaner
closed
1 month ago
1
Balanced Bootstrap Fix For Newer Pandas Version
#42
lshpaner
closed
1 month ago
0
tune_threshold_Fbeta has unused params
#41
lshpaner
closed
1 month ago
1
Fix pipeline steps initialization and estimator setup for XGBoost compatibility
#40
lshpaner
closed
1 month ago
1
Rename xgboost_early Parameter for CatBoost Early Stopping
#39
lshpaner
closed
1 month ago
0
Enhancement Request for stratify_y=True in Regression Tasks
#38
lshpaner
closed
2 months ago
1
Pipeline smote fix
#37
elemets
closed
2 months ago
1
Catboost support
#36
elemets
closed
2 months ago
2
Stratification Fix for Boolean Ambiguity Error
#35
lshpaner
closed
2 months ago
1
Moving towards custom pipeline steps
#34
elemets
closed
2 months ago
0
corrected labels and pos args in conf_mat
#33
lshpaner
closed
2 months ago
1
Confusion Matrix Printout - Misaligned Labels
#32
lshpaner
closed
2 months ago
0
Enhance stratification key handling with missing data and type checks
#31
lshpaner
closed
2 months ago
1
Enhance Stratification Key Handling with Missing Data and Type Flexibility
#30
lshpaner
closed
2 months ago
1
created todo comment for stratification fix
#29
lshpaner
closed
3 months ago
4
Support simultaneous stratification by y and stratify_cols in train_val_test_split method
#28
lshpaner
closed
3 months ago
1
Runtime and UserWarning Due to Zero-Variance Columns During Grid Search
#27
lshpaner
closed
3 months ago
1
Update boostrapper
#26
panas89
closed
3 months ago
0
Stratified and Balanced boostrap metrics
#25
panas89
closed
3 months ago
1
Colab not working
#24
panas89
closed
4 months ago
1
Xgbearly gridsearch bug
#23
elemets
closed
4 months ago
1
TypeError: 'ParameterGrid' object does not support item assignment
#22
lshpaner
closed
4 months ago
0
Fixing bug related to n_estimators not being used
#21
elemets
closed
4 months ago
0
added public_data to repo
#20
lshpaner
closed
4 months ago
0
Wrong import statement in documentation
#19
agapioscon
closed
4 months ago
1
Refactor summarize_auto_keras_params for MLflow logging
#18
lshpaner
closed
5 months ago
0
Kfold threshold tuning fix
#17
elemets
closed
5 months ago
1
Updating best_params: ref before assignment bug
#16
elemets
closed
5 months ago
0
Early stopping + Verbosity Fix + Bootstrap Fix
#15
elemets
closed
5 months ago
0
Early stopping fixes: imbalanced sampler + verbosity
#14
elemets
closed
5 months ago
0
XGB Early Stopping verbosity bug fix
#13
elemets
closed
5 months ago
0
fixing bootstrapper value error
#12
elemets
closed
5 months ago
0
XGBoost effiency + Bug Fixes
#11
elemets
closed
5 months ago
0
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