baoyinyuan Goto Github PK

aiagainstcorona

Contains the code for reproducing the results and figures from the paper "Model-based Bayesian inference of disease outbreaks with invertible neural networks"

baoyinyuan

Config files for my GitHub profile.

bayesflow

A library for constructing specialized neural networks for Bayesian parameter inference (invertible networks) and Bayesian model selection (evidential networks).

bda_course_aalto

Bayesian Data Analysis course at Aalto

cgcnn

Crystal graph convolutional neural networks for predicting material properties.

chinamap

cinn

Contains legacy code and model examples for the paper "BayesFlow: Learning complex stochastic models with invertible neural networks"

covid19dispersion

Official implementation of "Why ODE models for COVID-19 fail: Heterogeneity shapes epidemic dynamics"

covid_nyc_epi_model

dengue

Dengue outbreak in Japan

denguetokyo2014

Dengue faver

ecomodelmarkdowns

Stand alone markdowns with embedded shiny apps for various eco&epi models

end_of_outbreak

end_of_outbreak-

epidemiczoning

ggplot2

An implementation of the Grammar of Graphics in R

grokking-deep-learning

this repository accompanies the book "Grokking Deep Learning"

intro-pmcmc

Endo A. et al., "Introduction to the particle Markov-chain Monte Carlo." Epidemics, 2019.

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

measlesjapan2018

Supporting materials for submitted study Akhmetzhanov AR, Lee H, Jung S-M, et al (2018) Real time forecasting of measles using generation-dependent mathematical model in Japan, 2018.

ncov-sandbox

o2geosocial

Reconstruction of Transmission Chains from Surveillance Data

oer2022

predict-ch

Accelerated Discovery of Proton Conducting Perovskite Oxide by Capturing Physicochemical Fundamentals of Hydration

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-100-days

Python - 100天从新手到大师

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorchstepbystep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

reproductive-number-examples

Code and data for estimating reproductive numbers