Bayesian Machine Learning
Bayesian Inference for Advanced Python Programmers
In this article, we will delve into the world of Bayesian inference, a powerful tool for machine learning and uncertainty quantification. We’ll explore its theoretical foundations, practical applicati …
Bayesian Neural Networks
In the realm of machine learning, uncertainty and probabilistic reasoning are increasingly important concepts. Bayesian neural networks (BNNs) offer a powerful approach to building deep learning model …
Gaussian Processes
Dive into the world of probabilistic machine learning with Gaussian Processes, a powerful tool for modeling complex systems and making predictions. Learn how to implement GP models in Python and tackl …