Pengfei Song's repositories
MathEpiDeepLearningTutorial
Tutorials on math epidemiology and epidemiology informed deep learning methods
Song921012
My github repo introduction.
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"
Monkeypox.jl
Mathematical modelling of monkeypox
backpack-phd-thesis
Source code for my PhD thesis: Backpropagation Beyond the Gradient
Bijectors.jl
Implementation of normalising flows and constrained random variable transformations
Cassette.jl
Overdub Your Julia Code
GPLikelihoods.jl
Provides likelihood functions for Gaussian Processes.
listen1_desktop
one for all free music in china (Windows, Mac, Linux desktop)
myenv
For setting up my linux development environment. Including some configuration and envrionment files.
NonconvexUtils.jl
Some convenient hacks when using Nonconvex.jl.
NonlinearEigenproblems.jl
Nonlinear eigenvalue problems in Julia: Iterative methods and benchmarks
Octavian.jl
Multi-threaded BLAS-like library that provides pure Julia matrix multiplication
OptControl.jl
A tool to solve optimal control problem
OptEpiDeepL
Optimal epidemic control by deep learning techniques
optML-pku
summer school materials
PDENLPModels.jl
A NLPModel API for optimization problems with PDE-constraints
pub
科学上网工具
sir-julia
Various implementations of the classical SIR model in Julia
Song921012.github.io
https://Song921012.github.io
SymbolicNumericIntegration.jl
SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals
SymbolicRegression.jl
Distributed High-Performance symbolic regression in Julia
TaylorGP
Taylor Genetic Programming for Symbolic Regression
Turing.jl
Bayesian inference with probabilistic programming.
Zygote.jl
21st century AD