This repository holds slides and code for a full Bayesian statistics graduate course.

Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Bda_course_aalto | 2,099 | 8 months ago | 1 | TeX | ||||||

Bayesian Data Analysis course at Aalto | ||||||||||

Bayesian Statistics | 310 | 8 months ago | 1 | cc-by-sa-4.0 | Typst | |||||

This repository holds slides and code for a full Bayesian statistics graduate course. | ||||||||||

Bayes_computing_course | 208 | 3 years ago | 1 | mit | Jupyter Notebook | |||||

Machinelearning | 146 | 8 months ago | 7 | cc0-1.0 | ||||||

Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html. Contains Linear and Logistic Regression, Neural Networks and Deep Learning methods, Decision Trees, Random forests, Boosting methods and other ensemble methods, support vector machines and central unsupervised learning algorithms. | ||||||||||

Statistical Rethinking | 114 | 6 years ago | 1 | other | Rebol | |||||

An interactive online reading of McElreath's Statistical Rethinking | ||||||||||

Bayesian Cognitive Modeling In Pymc3 | 90 | 7 years ago | Jupyter Notebook | |||||||

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course | ||||||||||

Awesome Machine Learning | 84 | 5 years ago | apache-2.0 | |||||||

:book: List of some awesome university courses for Machine Learning! Feel free to contribute! | ||||||||||

Chi_course_2019 | 67 | 5 years ago | Jupyter Notebook | |||||||

ACM SIGCHI 2019 Course on Bayesian Methods for Interaction | ||||||||||

Book | 67 | a year ago | 6 | cc0-1.0 | CSS | |||||

Bml Course | 62 | 8 months ago | 1 | TeX | ||||||

Public repo for course material on Bayesian machine learning at ENS Paris-Saclay and Univ Lille |

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