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34 search results found

Pyprobml ⭐ 6,066

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Edward ⭐ 4,503

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Probability ⭐ 4,028

Probabilistic reasoning and statistical analysis in TensorFlow

Awesome Pytorch List Cnversion ⭐ 1,426

Awesome-pytorch-list 翻译工作进行中......

Edward2 ⭐ 656

A simple probabilistic programming language.

Dbda Python ⭐ 543

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

Monad Bayes ⭐ 389

A library for probabilistic programming in Haskell.

Turingtutorials ⭐ 222

Educational material and tutorials for the Turing language

Inferpy ⭐ 141

InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy

Recsim_ng ⭐ 93

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

Probai 2019 ⭐ 89

Materials of the Nordic Probabilistic AI School 2019.

Pymc Example Project ⭐ 87

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

A Python library for integrating model-based and judgmental forecasting

Probai 2021 ⭐ 69

Materials of the Nordic Probabilistic AI School 2021.

Probabilistic programming system for fast and exact symbolic probabilistic inference

All That Likelihood With Pymc3 ⭐ 43

Probai 2021 Pyro ⭐ 42

Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)

Pymc3_oslo ⭐ 34

Probabilistic programming in Python workshop at Oslo universitetssykehus HF

PyMC3-like Interface for Pyro

Pymc Data Umbrella ⭐ 23

Website: Data Umbrella & PyMC open source sessions

Pymc Stochastic Process ⭐ 22

Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.

Turingbnpbenchmarks ⭐ 22

Benchmarks of Bayesian Nonparametric models in Turing and other PPLs

Pymc3_euss ⭐ 21

Course in Probabilistic Programming in Python for the 2018 EU Summer School

Probabilistic Programming Intro ⭐ 19

Intro_to_pymc3 ⭐ 16

Short introduction to Bayesian statistical modelling with PyMC3

Statistical Machine Learning ⭐ 16

Probabilistic Machine Learning course lab @UNITS

2023 Probai ⭐ 11

Repo for the Tutorials of Day1-Day2 of the Nordic Probabilistic AI School 2023

Iventure ⭐ 10

An interactive, browser-based probabilistic programming environment.

Colab Notebooks ⭐ 9

Colab notebooks exploring different Machine Learning topics.

Probact Probabilistic Activation Function ⭐ 9

Official PyTorch implementation of the paper : ProbAct: A Probabilistic Activation Function for Deep Neural Networks.

Probabilistic Programming ⭐ 8

Notebooks for probabilistic programming

WIP implementation of Probabilistic Differential Dynamic Programming in PyTorch

Pplaffcomp ⭐ 6

Code Repository for "Applying Probabilistic Programming to Affective Computing"

Cqs_machine_learning ⭐ 6

2018 CQS Summer Institute course in machine learning

Pymc Advi Hmc Demo ⭐ 5

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

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