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42 search results found

Interviews.ai ⭐ 3,146

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.

Bayesian Modelling In Python ⭐ 2,202

A python tutorial on bayesian modeling techniques (PyMC3)

Gpflow ⭐ 1,783

Gaussian processes in TensorFlow

Orbit ⭐ 1,776

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Thinkbayes2 ⭐ 1,685

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

Pingouin ⭐ 1,462

Statistical package in Python based on Pandas

Pytorch Bayesiancnn ⭐ 1,181

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

Stats Maths With Python ⭐ 492

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Rethinking Numpyro ⭐ 385

Statistical Rethinking (2nd ed.) with NumPyro

Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)

Paramonte ⭐ 112

ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.

Probflow ⭐ 108

A Python package for building Bayesian models with TensorFlow or PyTorch

Bayes Toolbox ⭐ 88

Bayesian Testing ⭐ 58

Bayesian A/B testing

Tools for an Aesara-based PPL.

Conjugate_prior ⭐ 51

Implementation of the conjugate prior table for Bayesian Statistics

Nautilus ⭐ 34

Neural Network-Boosted Importance Nested Sampling for Bayesian Statistics

Deterministic algorithms for objective Bayesian inference and hyperparameter optimization

Supernnova ⭐ 26

Open Source Photometric classification https://supernnova.readthedocs.io

Conditional Associative Logic Memory

Scikit Stan ⭐ 24

A high-level Bayesian analysis API written in Python

A straightforward Bayesian data fitting library

Bayesianbandits ⭐ 19

A Pythonic microframework for multi-armed bandit problems

A batteries-included template for Bayesian data analysis projects

Fast Bayesian A/B and Multivariate testing.

Probability_and_statistics ⭐ 14

Course materials for PROBABILITY AND STATISTICS A/B

Landmark_detection_robot_tracking_slam ⭐ 14

Simultaneous Localization and Mapping(SLAM) also gives you a way to track the location of a robot in the world in real-time and identify the locations of landmarks such as buildings, trees, rocks, and other world features.

Parameter estimation for complex physical problems often suffers from finding ‘solutions’ that are not physically realistic. The PEUQSE software provides tools for finding physically realistic parameter estimates, graphs of the parameter estimate positions within parameter space, and plots of the final simulation results.

Trilearn ⭐ 12

Bayesian structure learning and classification in decomposable graphical models.

Text Sentiment Polarity Judgment ⭐ 11

基于规则、基于朴素贝叶斯、基于逻辑回归进行文本情感极性分析判断（酒店评论语料）

Bayesian models of football leagues

Bayesabtest ⭐ 10

A simple to use AB testing framework that lets anyone perform bayesian data analysis

Pythonbrmltoolbox ⭐ 10

Python 3.7 version of David Barber's MATLAB BRMLtoolbox

Python implementation of Bayesian hierarchical clustering and Bayesian rose trees algorithms.

Robust Nonlinear Regression ⭐ 7

Robust Regression for arbitrary non-linear functions

Bayesflare ⭐ 6

A python module to detect stellar flares using Bayesian model comparison

Pytorch Stats ⭐ 6

Statistical Rethinking ⭐ 5

Solutions to some of the problems in "Statistical Rethinking"

Modelling stellar activity signals with Gaussian process regression networks

Advanced Statistics ⭐ 5

Source code for the module "Advanced Statistics" 📊

Poissonfootball ⭐ 5

Final CompBayes project. Applying Bayesian statistics to American Football, using Poisson processes.

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