junpenglao Goto Github PK

advance-bayesian-modelling-with-pymc3

all-that-likelihood-with-pymc3

arviz

Python package to plot and analyse samples from probabilistic models

bambi

BAyesian Model-Building Interface (BAMBI) in Python.

bayesian-cognitive-modeling-in-pymc3

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

bayesian_smoothing_eyemovement

Repository of my talk for Bayes@Lund 2017

blackjax

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

blackjax-feedstock

A conda-smithy repository for blackjax.

daft

Render some probabilistic graphical models using matplotlib

functional-differential-geometry

working my way through Sussman and Wisdom's Functional Differential Geometry and implementing it in Python

functionalbayes

A Functional Programming Approach to Composable Bayesian Workflow

glmm-in-python

Generalized linear mixed-effect model in Python

jaefa

Just Another Eye-movement Filtering Algorithm

junpenglao.github.io

my mental roadtrip

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.

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

modelselection_tutorial

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

neural-ideal

planet_sakaar_data_science

A colourful collection of codes and notebooks, like Planet Sakaar

precisionworkshop1_prep

Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling

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

pyopenworm

Unified, simple data access python library for data & facts about C. elegans anatomy

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