#Bayesian-statistics
Showing 26 of 26 repositories tagged #bayesian-statistics, ranked by stars
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
Bayesian inference with probabilistic programming.
PyMC educational resources
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Text and code for the second edition of Think Bayes, by Allen Downey.
Statistical package in Python based on Pandas
Gaussian processes in TensorFlow
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.
A Python library for efficient Bayesian modeling with deep learning
Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.
A Python package for building Bayesian models with TensorFlow or PyTorch
Algo Library for Order Flow Inference and TCA
bayes-toolbox
Solutions and workflow for the Bayesian Statistics The Fun Way book in Python
Posterior summarisation in Bayesian phylogenetics
Implementation of the conjugate prior table for Bayesian Statistics
Tools for Developing R Packages Interfacing with Stan
Open Source Photometric classification https://supernnova.readthedocs.io
A curated collection of free resources to help the aspiring computational biologist learn about the R programming language.
Lectures on Bayesian statistics and information theory
A straightforward Bayesian data fitting library
ChainoPy: A Python Library for Discrete Time Markov Chain based stochastic analysis