aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
翻译 - 又名“黑客的贝叶斯方法”:贝叶斯方法+概率编程的介绍,具有计算/理解第一,数学第二的观点。全部使用纯Python;)
solution of exercises of the book "probabilistic robotics"
Bayesian Modeling and Probabilistic Programming in Python
翻译 - Python中的概率编程:Theano的贝叶斯建模和概率机器学习
Denoising Diffusion Probabilistic Models
#计算机科学#Probabilistic time series modeling in Python
翻译 - Python中的概率时间序列建模
Probabilistic reasoning and statistical analysis in TensorFlow
《概率机器人》书和课后习题
#计算机科学#Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Probabilistic Modeling Toolkit for Matlab/Octave.
翻译 - Matlab / Octave的概率建模工具包。
Bayesian inference with probabilistic programming.
Probabilistic Datatypes Module for Redis
Probabilistic Machine Learning: Advanced Topics
Probabilistic Numerics in Python.
A probabilistic programming language
A simple probabilistic programming language.
Natural Gradient Boosting for Probabilistic Prediction
Release for Improved Denoising Diffusion Probabilistic Models
Course notes for CS228: Probabilistic Graphical Models.
翻译 - CS228的课程注释:概率图形模型。
Probabilistic Gradient Boosting Machines
Simple probabilistic data structures