junpenglao

advance-bayesian-modelling-with-PyMC3

GLMM-in-Python

Generalized linear mixed-effect model in Python

Bayesian-Cognitive-Modeling-in-Pymc3

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

All-that-likelihood-with-PyMC3

PrecisionWorkshop1_Prep

Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling

Planet_Sakaar_Data_Science

A colourful collection of codes and notebooks, like Planet Sakaar

functionalbayes

A Functional Programming Approach to Composable Bayesian Workflow

modelselection_tutorial

Tutorial on model assessment, model selection and inference after model selection

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Ipython Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

arviz

Python package to plot and analyse samples from probabilistic models

blackjax

BlackJAX is a sampling library designed for ease of use, speed and modularity.

bambi

BAyesian Model-Building Interface (BAMBI) in Python.

blackjax-feedstock

A conda-smithy repository for blackjax.

junpenglao.github.io

my mental roadtrip

kalman-jax

Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX

keras-docs-zh

Chinese (zh-cn) translation of the Keras docs.

limo_eeg

in development version of the software

prob-stats

Probability and Statistics: a simulation-based introduction. An open-access book.

probability

Probabilistic reasoning and statistical analysis in TensorFlow

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

pymc4_prototypes

Experimental code for porting PyMC to alternative backends

pysaliency

Python Framework for Saliency Modeling and Evaluation

python3_with_pleasure

A short guide on features of Python 3

sampling-book

Tutorials and sampling algorithm comparisons

SPAFV

SPAFV - Surface Profile Analysis for Free Viewing eye movement experiment in 2AFC task

stan

Stan development repository (home page is linked below). The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

sympy

A computer algebra system written in pure Python

tensorflow

Computation using data flow graphs for scalable machine learning

webmc3

A web interface for exploring PyMC3 traces