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GauravPandeyLab / eipy

Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles

machine-learning scikit-learn classification ensemble predictive-modeling interpretation multimodal nested-cross-validation

Updated Oct 30, 2024
Python

nickkunz / nestedhyperboost

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Nested Cross-Validation for Bayesian Optimized Gradient Boosting

xgboost lightgbm bayesian-optimization gradient-boosting catboost nested-cross-validation

Updated Apr 7, 2020
Python

ercbk / nested-cross-validation-comparison

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Experimenting with various implementations and methods of nested cross-validation in R and Python

python cross-validation rstats nested-cross-validation

Updated Oct 13, 2024
R

Reproducible predictors for time-dependent CYP3A4 and CYP2D6 inhibition and CYP3A4-ligand structures (OpenADMET CYP Inhibition Blind Challenge): nested cross-validation without selection bias, pre-registered gates, a ledger of negative results and an audited rebuild.

machine-learning cheminformatics reproducible-research computational-chemistry drug-discovery lightgbm rdkit structure-prediction cyp2d6 nested-cross-validation admet protein-ligand posebusters cyp3a4 cytochrome-p450 boltz-2 drug-drug-interactions openadmet time-dependent-inhibition

Updated Oct 31, 2026
Python

Just-Hammad / moea-feature-selection

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NSGA-II feature selection vs matched-budget random subsets, filters and knockoffs under nested CV: the inner-CV advantage does not survive to held-out data.

bioinformatics feature-selection multi-objective-optimization evolutionary-computation nsga-ii nested-cross-validation knockoffs

Updated Sep 16, 2026
Python

nickkunz / nestedhyperline

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Nested Cross-Validation for Bayesian Optimized Linear Regularization

ridge-regression bayesian-optimization elasticnet lasso-regression shrinkage nested-cross-validation

Updated May 21, 2020
Python

radlfabs / flexcv

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Python package customizing nested cross validation for tabular data.

machine-learning sklearn tabular-data cross-validation regression xgboost mixed-effects regression-models nested-cross-validation mixed-effects-models grouped-datasets neptune-ai regression-

Updated Sep 4, 2024
Python

Lacerdash / Nested-Cross-Validation

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Using scikit-learn RandomizedSearchCV and cross_val_score for ML Nested Cross Validation

machine-learning cross-validation hyperparameter-tuning cross-validation-score nested-cross-validation sckit-learn randomizedsearchcv vitrinedev

Updated Jun 19, 2023
Jupyter Notebook

Pantzan / KNearestNeighbor

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A Knn algorithm used for train a model and prediction

python machine-learning classification k-nearest-neighbours nested-cross-validation

Updated Feb 17, 2019
Python

Tanjim-hossain / ami-30day-mortality-prediction

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Internally validated 30-day mortality prediction after acute myocardial infarction using ridge logistic regression, repeated nested cross-validation, calibration, bootstrap uncertainty and decision-curve analysis.

data-science machine-learning scikit-learn logistic-regression model-calibration predictive-modeling imbalanced-data nested-cross-validation ridge-regression-model medical-data-science clinical-prediction

Updated Sep 8, 2026
Jupyter Notebook

lukebella / SpotifyRegression

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Implementation of (Kernel) Ridge Regression predictors from scratch on Kaggle's Spotify Tracks Dataset.

python machine-learning kaggle ridge-regression kernel-ridge-regression nested-cross-validation

Updated Nov 26, 2023
Jupyter Notebook

RagnarThor19 / colon-cancer-gene-expression-classification

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Tumour vs. normal colon tissue classification from 2000-gene expression data with nested cross-validation (scikit-learn).

machine-learning bioinformatics scikit-learn gene-expression supervised-learning nested-cross-validation

Updated Oct 30, 2026
Jupyter Notebook

sps98 / bankruptcy-prediction

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End-to-end MLOps pipeline predicting corporate bankruptcy from 95 financial ratios. Features nested CV, SHAP explainability, MLflow tracking, and Dockerized FastAPI deployment.

docker machine-learning xgboost smote nested-cross-validation mlops bankruptcy-prediction mlflow shap fastapi optuna financial-risk

Updated Aug 10, 2026
Python

ncaptier / nested_cross_val

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Python implementation of a nested cross-validation pipeline compatible with scikit-learn API.

nested-cross-validation

Updated Jul 20, 2023
Jupyter Notebook

ChrisPinedaSanhueza / nested-learning-optimizer

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🚀 Optimize TensorFlow models with the Nested Learning Optimizer for improved performance, faster convergence, and enhanced training stability.

python machine-learning deep-learning tensorflow keras feature-selection hyperparameter-optimization pca logistic-regression health-data associative-memory model-evaluation linear-discriminant-analysis adam-optimizer fine-tuning precision-recall-curve nested-cross-validation gaussian-naive-bayes

Updated Oct 14, 2026
Python

Lacerdash / ML-for-Churn-predicting

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machine-learning etl cross-validation eda churn-prediction classification-algorithm nested-cross-validation churn-analysis

Updated Nov 14, 2023
Jupyter Notebook

KNHNF / epc-retrofit-potential-ml

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Predicting UK residential retrofit potential from EPC open data using Random Forest, XGBoost, Logistic Regression and SVM under nested cross-validation