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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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Lack of Early Stopping for K-Fold Validation in Boosting Algorithms
#73
lshpaner
opened
1 week ago
0
Add new eval_metrics.py script for model performance metrics
#72
lshpaner
closed
1 week ago
0
updating the way rfe is called so it uses elasticnet
#71
elemets
closed
1 week ago
0
removed deprecated AK code v1
#70
panas89
closed
1 week ago
1
pipeline pretty print
#69
elemets
closed
1 week ago
0
Pull Request: Migrate to `pyproject.toml` and Update Build Workflow
#68
lshpaner
closed
1 week ago
1
Remove autokeras code
#67
elemets
closed
1 week ago
0
Unit test merging
#66
elemets
closed
2 weeks ago
0
Bayesian update train val test fix
#65
elemets
closed
2 weeks ago
0
Bayesian and KFold Fix
#64
elemets
closed
2 weeks ago
0
Bug in KFold
#63
elemets
closed
2 weeks ago
0
Bayesian update
#62
elemets
closed
2 weeks ago
0
Merging Set up and Bayesian CV + feature_names removal + xgboost_early renamed
#61
elemets
closed
2 weeks ago
1
Merge setup fix into the bayesian support
#60
elemets
closed
2 weeks ago
1
Pretty print of the pipeline steps as an output.
#59
elemets
closed
1 week ago
1
setup.py is being depreciated
#58
panas89
closed
1 week ago
1
Tutorial on imbalanced learn
#57
panas89
opened
3 weeks ago
0
RFE use
#56
panas89
opened
3 weeks ago
1
Pipeline overhaul
#55
elemets
closed
3 weeks ago
0
Report Model Metrics
#54
lshpaner
closed
1 week ago
0
added exception for when y=set to None by user
#53
lshpaner
closed
3 weeks ago
0
train_val_test
#52
panas89
closed
2 weeks ago
0
rem. unused inputs from tune_threshold_Fbeta(); updated docstring
#51
lshpaner
closed
3 weeks ago
0
Add fixed version constraints in install_requires
#50
lshpaner
closed
2 weeks ago
1
N_Jobs Not Usable Input
#49
lshpaner
opened
3 weeks ago
0
fixed bug, and added feature of class proportions boot sampling
#48
panas89
closed
3 weeks ago
0
Fixed Requirement Versions
#47
elemets
closed
3 weeks ago
2
Pipeline reference needs to be updated
#46
elemets
closed
2 weeks ago
1
Boosting Variable Rename
#45
elemets
closed
2 weeks ago
2
Update log of imbalanced learn
#44
panas89
closed
2 weeks ago
2
Refactor Version Constraints
#43
lshpaner
closed
2 weeks ago
1
Balanced Bootstrap Fix For Newer Pandas Version
#42
lshpaner
closed
3 weeks ago
0
tune_threshold_Fbeta has unused params
#41
lshpaner
closed
2 weeks ago
1
Fix pipeline steps initialization and estimator setup for XGBoost compatibility
#40
lshpaner
closed
4 weeks ago
1
Rename xgboost_early Parameter for CatBoost Early Stopping
#39
lshpaner
closed
2 weeks ago
0
Enhancement Request for stratify_y=True in Regression Tasks
#38
lshpaner
closed
1 month ago
1
Pipeline smote fix
#37
elemets
closed
1 month ago
1
Catboost support
#36
elemets
closed
1 month ago
2
Stratification Fix for Boolean Ambiguity Error
#35
lshpaner
closed
1 month ago
1
Moving towards custom pipeline steps
#34
elemets
closed
1 month ago
0
corrected labels and pos args in conf_mat
#33
lshpaner
closed
1 month ago
1
Confusion Matrix Printout - Misaligned Labels
#32
lshpaner
closed
1 month ago
0
Enhance stratification key handling with missing data and type checks
#31
lshpaner
closed
1 month ago
1
Enhance Stratification Key Handling with Missing Data and Type Flexibility
#30
lshpaner
closed
1 month ago
1
created todo comment for stratification fix
#29
lshpaner
closed
2 months ago
4
Support simultaneous stratification by y and stratify_cols in train_val_test_split method
#28
lshpaner
closed
2 months ago
1
Runtime and UserWarning Due to Zero-Variance Columns During Grid Search
#27
lshpaner
closed
2 months ago
1
Update boostrapper
#26
panas89
closed
2 months ago
0
Stratified and Balanced boostrap metrics
#25
panas89
closed
2 months ago
1
Colab not working
#24
panas89
closed
3 months ago
1
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