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SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.
Machine Learning Modelling On Regression & Classification Problems
Cambridge UK temperature forecast python notebooks
Cambridge UK temperature forecast R models
This project proposes a solution to score how 'realistic' sparse galaxy images are as well as a 2-stage GAN to generate those sparse galaxy images.
Predicting compressive strength of concrete using various M.L classifications.
Bayesian optimisation of prophet temperature model parameters with daily and yearly seasonalities plus extra regressors
Creating and Managing Machine Learning Models
Implementations of a few regressors, classifiers and gradient descent algorithms using numpy