Bayesian optimization using Gaussian Process regression (Python)
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Updated
May 23, 2024 - HTML
Bayesian optimization using Gaussian Process regression (Python)
An analysis of travel insurance policies
Predicting Next Booking Destinations for Airbnb Users. Feel free to access the Streamlit App in the link below.
Using Bayesian optimization via Ax platform + SAASBO model to simultaneously optimize 23 hyperparameters in 100 iterations (set a new Matbench benchmark).
Optimizing image processing in retinal prosthetics using human-in-the-loop optimization.
Exploring Gaussian Processes with Lithuanian weather forecast data
Contains all code and course work for a module on reinforcement learning.
Bayesian optimisation of prophet temperature model parameters with daily and yearly seasonalities plus extra regressors
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