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Projects in Awesome Lists tagged with inverse-transform-method
A curated list of projects in awesome lists tagged with inverse-transform-method .
https://github.com/tatevkaren/mathematics-statistics-for-data-science
Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.
bootstrap canonical-correlation clustering data-imputation dimensionality-reduction factor-analysis-methods importance-sampling inverse-transform-method linear-regression monte-carlo-simulation pca-analysis probability-distribution python3 r regression-analysis rejection-sampling statistcal-tests
Last synced: 07 Dec 2024
https://github.com/qtle3/support-vector-regression
This project implements Support Vector Regression (SVR) to predict the salary of an employee based on their position level. The script uses a dataset that contains position levels and corresponding salaries, applying feature scaling to improve the performance of the SVR model. The results are visualized to show how well the model fits the data.
data-visualization feature-scaling gaussian-kernel inverse-transform-method support-vector-regression
Last synced: 22 Dec 2024
https://github.com/cicirello/btpe-iterations
Experiments for paper: An Analysis of an Open Source Binomial Random Variate Generation Algorithm
binomial binomial-distribution btpe inverse-transform-method random-variates
Last synced: 13 Dec 2024
