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Feb 12, 2023 - Jupyter Notebook
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columntransformer
Here are 22 public repositories matching this topic...
A comprehensive analysis and predictive modeling of the "Salary Data.csv" dataset to forecast salaries. Utilizes advanced machine learning techniques, including pipelines and transformers, for robust and accurate predictions.
data-science machine-learning pipeline regression eda data-visualization hyperparameter-optimization dataanalytics columntransformer randomizedsearchcv
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Oct 22, 2023 - Jupyter Notebook
Machine Learning Drug Classification
sklearn pandas decision-tree-classifier kneighborsclassifier onehot-encoder matplotlib-pyplot columntransformer train-test-split sklearn-tree sklearn-model sklearn-preprocessing sklearn-compose
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Oct 7, 2024 - Jupyter Notebook
Build Scikit ColumnTransformers by specifying configs.
machine-learning scikit-learn data-preprocessing auto-ml feature-engineerig columntransformer automated-feature-preprocessor
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Jan 12, 2025 - Python
T20 World Cup Prediction System -- This GitHub repository contains the code for a T20 World Cup prediction system implemented in Python. The project utilizes popular libraries such as pandas, NumPy, and XGBoost for data manipulation, cleaning, and building predictive models.
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Feb 12, 2024 - Jupyter Notebook
Predicting Indian Used Car Prices using XGBoost, Scikit-Learn Pipelines, Feature Engineering and Hyperparameter Tuning.
python data-science machine-learning pipeline numpy scikit-learn jupyter-notebook regression pandas artificial-intelligence xgboost feature-engineering predictive-modeling hyperparameter-tuning onehot-encoder joblib used-cars-price-prediction columntransformer car-price-prediction randomizedsearchcv
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Aug 7, 2026 - Jupyter Notebook
A machine learning project predicting employee attrition using Logistic Regression. Includes data preprocessing, VIF analysis for feature selection, and model evaluation metrics.
pipeline scikit-learn logistic-regression multicollinearity pyhon datapreprocessing columntransformer
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Nov 20, 2025 - Jupyter Notebook
Kaggle Competition under programme "30 day of ML" by Alexis Cook
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Sep 9, 2021 - Jupyter Notebook
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Nov 16, 2021 - Jupyter Notebook
Projects: Chatbot, House price prediction with pipeline
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Mar 3, 2022
This dataset contains various demographic and financial features that could be used to build a classification model for predicting loan approval or denial. The loan_status column serves as the target variable for the classification task.
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May 10, 2024 - Jupyter Notebook
This project demonstrates binning and binarization on the Titanic dataset, comparing results with and without numeric encoding. Visualizations highlight the transformations and their impact on survival analysis.
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Dec 22, 2024 - Jupyter Notebook
This is the Traffic Analysis and Prediction based project from RandomForest Classifier.
pipeline numpy plotly pandas seaborn matplotlib accuracyscore columntransformer standardscaler onehotencoder classificationreport
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Aug 23, 2025 - Jupyter Notebook
machine-learning pipeline numpy cross-validation pandas duplicate-detection vif columntransformer onehot-encoding uniqu
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Dec 29, 2022 - Jupyter Notebook
Fastag Fraud Detection Classification System
logistic-regression hyperparameter-tuning gradient-boosting-classifier svm-classifier knn-classification random-forest-classifier sklearn-pipeline columntransformer xgboost-classifier randomizedsearchcv
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Jun 24, 2024 - Jupyter Notebook
How to apply scikit learn pipeline and ColumnTransformer in your Machine learning Project
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May 5, 2019 - Jupyter Notebook
Pipeline creation using Pipeline and make_pipeline along with ColumnTransformer and an Estimator
machine-learning deep-learning sklearn pipelines hyperparameter-optimization logistic-regression hyperparameter-tuning gridsearchcv columntransformer
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Apr 29, 2024 - Jupyter Notebook
This is a simple classification project that predicts whether a wine is of good quality or not.
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Nov 18, 2021 - Jupyter Notebook
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Dec 29, 2022 - Jupyter Notebook
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