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Paul Lang's Projects

amici icon amici

Advanced Multilanguage Interface to CVODES and IDAS

benchmark-models-petab icon benchmark-models-petab

A collection of mathematical models with experimental data in the PEtab format as benchmark problems in order to evaluate new and existing methodologies for data-based modelling

colprac icon colprac

Contributor's Guide on Collaborative Practices for Community Packages

modelingtoolkit.jl icon modelingtoolkit.jl

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

petab icon petab

PEtab - an SBML and TSV based data format for parameter estimation problems in systems biology

phate icon phate

PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.

pypesto icon pypesto

python Parameter EStimation TOolbox

sbml.jl icon sbml.jl

Julia interface to the Systems Biology Markup Language (SBML) library

sbml2julia icon sbml2julia

A tool to for optimizing parameters of ordinary differential equation (ODE) models. SBML2Julia translates a model from SBML/PEtab format into Julia for Mathematical Programming (JuMP), performs the optimization task and returns the results.

sbmltoodepy icon sbmltoodepy

A tool for creating Python implementations of SBML models.

scimlbenchmarks.jl icon scimlbenchmarks.jl

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

sysbio-glossary icon sysbio-glossary

A glossary of computational systems biology concepts I encountered during my doctoral research.

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