Bayesian method for making a better cup of coffee.
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Updated
Jan 10, 2018 - Python
Bayesian method for making a better cup of coffee.
Ejercicios del Curso de Introducción al Pensamiento Probabilístico de Platzi en Python. Abarca teorema de Bayes,
The implementation of mixtures for different tasks.
A repository for demonstrating some toy examples of Bayesian inference.
A variation of Pacman arcade game designed to train Pacman agents that use sensors to locate and eat invisible ghosts with phenomenal efficiency. Used Joint Particle Filter algorithm in AI to get 30% optimized results.
Bayesian method for Environmental correlations analysis pipeline
Your Probabilistic Modeling Copilot
Project for fitting a multiscale model as described in Kolaczyk et al 2000.
A neural-network based image classifier that quantifies its uncertainty using Bayesian methods, as described in Kendall and Gal (2017)
Python Rock-Paper-Scissors experiments
Bayesian inference on logistic regression model
The implementation of sample size estimation methods.
"Minesweeper" solver using Bayesian methods
General-purpose library for fitting models to data with correlated Gaussian-distributed noise
Assignments done as a part of my SMAI-Course
Bayesian Committee Machines in Python with GPy and multiprocessing
Implementation of EM-algorithm for search face in noisy images
An implementation of gradient descent for polynomial regression in two variables and Bayesian methods for parameter estimation
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