#自然语言处理#Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
#计算机科学#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...
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
A python tutorial on bayesian modeling techniques (PyMC3)
#计算机科学#Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
#计算机科学#Bayesian inference with probabilistic programming.
#计算机科学#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.
#计算机科学#Gaussian processes in TensorFlow
Statistical package in Python based on Pandas
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
BAyesian Model-Building Interface (Bambi) in Python.
RStan, the R interface to Stan
Code for modelling estimated deaths and cases for COVID19.
#计算机科学#General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
How to do Bayesian statistical modelling using numpy and PyMC3
#计算机科学#A Python library for amortized Bayesian workflows using generative neural networks.
A collection of Bayesian data analysis recipes using PyMC3
#计算机科学#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...