Junpeng Lao's repositories
sampling-book
Tutorials and sampling algorithm comparisons
statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
junpenglao.github.io
my mental roadtrip
blackjax-feedstock
A conda-smithy repository for blackjax.
functionalbayes
A Functional Programming Approach to Composable Bayesian Workflow
Planet_Sakaar_Data_Science
A colourful collection of codes and notebooks, like Planet Sakaar
pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
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.
pysaliency
Python Framework for Saliency Modeling and Evaluation
limo_eeg
in development version of the software
probability
Probabilistic reasoning and statistical analysis in TensorFlow
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.
sympy
A computer algebra system written in pure Python
modelselection_tutorial
Tutorial on model assessment, model selection and inference after model selection
kalman-jax
Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX
prob-stats
Probability and Statistics: a simulation-based introduction. An open-access book.
GLMM-in-Python
Generalized linear mixed-effect model in Python
PrecisionWorkshop1_Prep
Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling
tensorflow
Computation using data flow graphs for scalable machine learning
pymc4_prototypes
Experimental code for porting PyMC to alternative backends
webmc3
A web interface for exploring PyMC3 traces
bambi
BAyesian Model-Building Interface (BAMBI) in Python.
python3_with_pleasure
A short guide on features of Python 3
keras-docs-zh
Chinese (zh-cn) translation of the Keras docs.
SPAFV
SPAFV - Surface Profile Analysis for Free Viewing eye movement experiment in 2AFC task
Bayesian-Cognitive-Modeling-in-Pymc3
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course