Yeo-Johnson transformed distributions in PyTorch
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Mar 31, 2024 - Python
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yeo-johnson-transformations
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Regression models determining the socioeconomic factors impacting "Generosity" within a given country
linear-regression polynomial-regression lasso-regression gridsearchcv yeo-johnson-transformations elasticnet-regression
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Aug 30, 2022 - Jupyter Notebook
ML Project ,XGboost .Logistic Regression as classification,Decision Tree & balancing technique Undersampling & SMOTE.
logistic-regression decision-tree smote xgboost-algorithm yeo-johnson-transformations undersampling-technique
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May 16, 2022 - Jupyter Notebook
A/B testing impact of progression system changes on player retention / interaction. Non-parametric hypothesis testing and power transformations for non-normally distributed data.
jupyter-notebook python3 statistical-inference ab-testing wilcoxon-mann-whitney-test retention-analysis yeo-johnson-transformations chi2-contingency
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Jul 6, 2021 - Jupyter Notebook
Cluster analysis of population based on demographic and health data. Clusters then used to determine which have a higher instance of diabetes.
python random-forest principal-component-analysis hierarchical-clustering oversampling dbscan-clustering k-means-clustering yeo-johnson-transformations
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Aug 31, 2022
Power Transformer works best on linear model and The Power Transformer actually automates this decision making by introducing a parameter called lambda. It decides on a generalized power transform by finding the best value of lambda
linear-regression seaborn stats matplotlib feature-engineering power-transformers r2-score yeo-johnson-transformations boxcox power-transformer
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Apr 28, 2022 - Jupyter Notebook
Who Are Your Real Customers? RFM Modelling & K-Means Reveal the Answer.
data-science clustering data-analysis unsupervised-machine-learning business-impact yeo-johnson-transformations
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Mar 4, 2024 - Python
Fitting a support vector classifier to the Kepler Exoplanet Search data set.
python jupyter scikit-learn support-vector-classifier tree-decision-classifier yeo-johnson-transformations
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Oct 21, 2019 - Jupyter Notebook
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Aug 26, 2021 - HTML
Underwater Minesweeper : Mine Classification Using SONAR Data
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Sep 4, 2022 - Jupyter Notebook
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