Implementation of popular data preprocessing algorithms for Machine learning
data-science machine-learning machine-learning-algorithms data-preprocessing onehot-encoder ordinal-encoder
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Apr 22, 2022 - Dart
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ordinal-encoder
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🐍 Mental Maps Related to Contents in Data Science 🐍
python data-science machine-learning computer-vision deep-learning scale encoder data-transformation cross-validation pipelines xgboost imputation standardization pickle feature-engineering data-preparation normalization ordinal-encoder shap-values one-hot-encoder
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Sep 3, 2022
Ulangan Praktik Mapel Pilihan (AI) - Machine Learning, StandardScaler, OneHotEncoder, OrdinalEncoder, Logistic Regression, dan lain sebagainya.
machine-learning pipeline cross-validation pandas hyperparameters classification logistic-regression confusion-matrix onehot-encoder joblib ordinal-encoder streamlit standard-scaler
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Oct 16, 2025 - Jupyter Notebook
CyberSoft Machine Learning 03 - Overview
machine-learning numpy linear-regression scikit-learn sklearn jupyter-notebook pandas seaborn scipy logistic-regression matplotlib ridge-regression knn k-nearest-neighbours lasso-regression knn-classification ordinal-encoder label-encoder elasticnet-regression one-hot-encoder
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Jan 15, 2025 - Jupyter Notebook
thermometer encoding with sklearn interface
sklearn pypi feature-engineering ordinal sklearn-compatible ordinal-encoder ordinal-features thermometer-encoding
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Apr 2, 2024 - Python
Website Kualitas Jeruk dengan Jupyter Notebook dan Streamlit, menggunakan algoritma LogisticRegression sampai StandardScaler dan OneHotEncoder
jupyter-notebook pandas classification logistic-regression onehot-encoder joblib matplotlib-pyplot ordinal-encoder streamlit standard-scaler
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Oct 8, 2025 - Jupyter Notebook
Salary prediction web application created using machine learning algorithms
python flask encoding data-science machine-learning numpy linear-regression sklearn jupyter-notebook pandas data-visualization seaborn matplotlib feature-engineering ridge-regression lasso-regression light-gbm gradient-boosting-regressor ordinal-encoder one-hot-encoder
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Jan 29, 2023 - Jupyter Notebook
We build a model to predict the value of used cars, while also considering speed and quality of the prediction.
machine-learning pipeline random-forest numpy linear-regression cross-validation xgboost lightgbm decision-tree timeit catboost ordinal-encoder plotly-express label-encoder mean-squared-error knnimputer iterative-imputer
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Apr 4, 2023 - HTML
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