Discover @Song921012 Open Source projects

Pengfei Song (@Song921012)

Song921012

Stars
17
Global Rank 708,350 (Top 25 %)
Followers 35
Following 361
Registered over 4 years ago
Most used languages

Jupyter Notebook
50.0 %

Julia
37.5 %

JavaScript
12.5 %
Location 🇨🇳 China
Country Total Rank 76,487
Country Ranking

Julia
46

Jupyter Notebook
2,285

MathEpiDeepLearning

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. https://song921012.github.io/MathEpiDeepLearning/

MathEpiDeepLearningTutorial

Tutorials on math epidemiology and epidemiology informed deep learning methods

MultiStageMultiScaleSpatialEpiModel

Mathematical biology, multiscale modelling of infectious disease, partial differential equations

Jupyter Notebook

Song921012

My github repo introduction.

OptEpiDeepL

Optimal epidemic control by deep learning techniques

chatgpt-sciml

Large language model (e.g., ChatGpt) for scientific machine learning and mathematical biology

EstimatingRtDeepL

Codes for paper "Estimating time-varying reproduction number by deep learning techniques"

Julia_Tutorial_on_AI4MathBiology

Jupyter Notebook

DiscoverFirstPrincipleBehaviorChangeModel

Codes for Paper "Discovering first-principle behavior change transmission models by deep learning methods, Pengfei Song, Yanni Xiao, Jianhong Wu."

Jupyter Notebook

Monkeypox.jl

Mathematical modelling of monkeypox

Jupyter Notebook