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15 search results found

Pymc Resources ⭐ 1,838

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.

Data Analysis In Action ⭐ 57

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

Dirichletprocess ⭐ 53

Build dirichletprocess objects for data analysis

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

A straightforward Bayesian data fitting library

Iranbourseanalyser ⭐ 20

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

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.

Gwnrtools ⭐ 6

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

Pymc Advi Hmc Demo ⭐ 5

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

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