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21 search results found

Pymc Resources ⭐ 1,757

PyMC educational resources

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Pymc Example Project ⭐ 87

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

Bayesian Basics ⭐ 61

🚫 ↩️ A document that introduces Bayesian data analysis.

Dirichletprocess ⭐ 53

Build dirichletprocess objects for data analysis

Data Analysis In Action ⭐ 41

📖 R 语言数据分析实战（写作中） Data Analysis in Action Using R

Library of composable generative population models which serve as the modeling and inference backend of BayesDB.

Iranbourseanalyser ⭐ 20

Python scripts for downloading and analyzing iran bourse (stock exchange) data. اسکریپت پایتون برای دانلود و تحلیل داده های بورس تهران.

A straightforward Bayesian data fitting library

Mathepideeplearning ⭐ 15

Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.

Pycbcinferenceworkshopmay2019 ⭐ 12

Repository for the PyCBC Inference workshop in Portsmouth, UK, 14 May - 16 May 2019.

Pymc Advi Hmc Demo ⭐ 5

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

Gwnrtools ⭐ 5

Research tools for intermingling gravitational-wave data analysis with numerical relativity

Greta.fda ⭐ 2

Functional data analysis in greta

Data_analysis_tutorial ⭐ 2

A tutorial for Bayesian Inference to do data analysis

Supernovae Analysis With Mcmc ⭐ 1

Data analysis of 1701 supernovae distances to estimate cosmological parameters using Markov Chain Monte Carlo

Bayesian Data Analysis In R ⭐ 1

Bayesian A testing for Swedish Fish Incorporated

Practicalbayes ⭐ 1

Probabilistic programming, Bayesian Thinking, Bayesian Data Analysis and Applications

Bayesian Inference ⭐ 1

Bayesci çıkarıma giriş.

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