Releases

Latest releases

  1. sbml4humans0.4.0

    SBML4Humans explains itself now: the report shows what every type, column and attribute means where it is shown, and the documentation site at matthiaskoenig.github.io/sbml4humans says what SBML is, how to load a model, how to read a report and what every element type carries.

  2. livermetabolism-site0.11.1

    A patch release fixing the alignment of the landing-page icons and closing three follow-ups from the internationalization work.

  3. pkpdutils1.2.0

    Minor release of pkpdutils which closes the gaps a survey of the other non-compartmental analysis tools found: the parameters and rules the guidances name, acceptance criteria and exclusions, a published validation against Phoenix WinNonlin and PKNCA, the steady state completion, urinary excretion…

  4. sbmlsim0.7.2

    A patch release of the plotting: the axis labels of a figure, an inspection of the figure model and of its matplotlib rendering, and the citation.

  5. libsbgnpy0.6.2

    every change goes into develop through a pull request; the tests, ruff, ty and the documentation build have to pass before a merge is possible · the master branch is renamed to main, which tracks the latest published release and is fast-forwarded to the released commit by the release workflow…

  6. sbmlutils0.10.2

    antimony 3.2.0 is excluded on Windows: its wheel raises OSError: [WinError -529697949] Windows Error 0xe06d7363 in loadAntimonyString when parsing the antimony of the repressilator model, which breaks antimony_to_sbml. Linux and macOS are not affected

  7. cobrapy0.32.1

    fixed import failure when hopsy was not installed

  8. roadrunnerv2.10.0

    Major new capability: variable stoichiometries.

  9. visfem0.1.0

    first working prototype

  10. tellurium2.2.11.2

    Small fix to SED-ML handling of files with paths. SimpleSEDML should now work on Windows.

  11. cy3sbmlv0.5.0

    fixed deprecation issues with HTML escape · release documentation added to repository · Fix ':' in network names · Update OLS to OLS4, #353 (@kyxhik) · fixing url patterns and update http -> https, #353 (@kyxhik) · fix SBO display, #308, via #355 (@kyxhik) · examples updated (PBPK examples added)…

  12. pkdbv0.9.8

    updated code licensing to MIT · removed travis · uv installation · updated postgres to version 18 · python update to py3.9 and pinned versions for stability

Release history

One dot per release; drag the slider to zoom, click a dot to open it on GitHub.

Activity

Commit activity

Commits per week over the last year, stacked per repository.

Stars

  • Python
  • C++
  • HTML
  • Java
  • JavaScript
  • TypeScript
Stars per repository, coloured by primary language; click a bar to open the repository.

Software

PK-DB

PK-DB

Pharmacometrics Digital Twins Open & FAIR

Pharmacokinetics database
Developed the first FAIR-compliant open database for pharmacokinetics, integrating clinical and pre-clinical trial data. PK-DB enables reproducible PBPK/PD modeling, supports individualized simulations, and has become a key infrastructure for computational pharmacology research.

v0.9.8★ 4970 open10 months agoPythonMIT

pkpdutils

pkpdutils

Pharmacometrics Open & FAIR

PK/PD analysis in python
Developed a Python library for the pharmacokinetic and pharmacodynamic analysis of timecourses and parameters, from non-compartmental analysis and curve fitting to bioequivalence and meta-analysis. Formerly pkdb_analysis, the analysis toolbox of PK-DB.

1.2.0★ 20 openyesterdayPythonMIT

sbmlutils

sbmlutils

Open & FAIR Digital Twins

Python utilities for SBML
Created a versatile Python library to streamline the use of SBML models, providing robust utilities for model handling, analysis, and integration with libSBML. Widely used in reproducible modeling workflows across systems biology.

0.10.2★ 4114 opentodayHTMLMIT

SBML4Humans

SBML4Humans

Open & FAIR Digital Twins

SBML simulation made easy
Designed an interactive reporting framework that makes SBML models human-readable and accessible, enabling experts and newcomers to explore model content without technical barriers.

0.4.0★ 013 opentodayTypeScriptMIT

sbmlsim

sbmlsim

Open & FAIR Digital Twins Pharmacometrics

SBML simulation made easy
Built a lightweight Python package that simplifies simulations of SBML models on top of libRoadRunner, lowering the entry barrier for model testing and teaching.

0.7.2★ 812 openyesterdayPythonMIT

cysbml

cysbml

Open & FAIR Digital Twins

Cytoscape 3 app for the Systems Biology Markup Language
Developed and maintained a widely used Cytoscape app for visualization of SBML models in network contexts. cy3sbml has facilitated intuitive exploration of complex models in systems biology and bioinformatics.

v0.5.0★ 1515 open7 months agoJava

brendapy

brendapy

Open & FAIR Digital Twins

BRENDA in python
Authored a Python package providing direct programmatic access to BRENDA enzyme information, enabling large-scale, automated enzyme analysis and integration into computational pipelines.

0.5.0★ 2312 open4 years agoPythonLGPL-3.0

libsbgnpy

libsbgnpy

Open & FAIR Digital Twins

Python library for SBGN
Developed a Python library for working with Systems Biology Graphical Notation (SBGN), supporting standardized visualization and integration of pathway information.

0.6.2★ 120 open5 days agoJavaScriptMIT

roadrunner

roadrunner

Open & FAIR Digital Twins

High-performance simulator for SBML
Contributed to the development of libRoadRunner, a C/C++ library using LLVM for ultra-fast simulation of SBML models, setting a benchmark for performance in computational biology.

v2.10.0★ 6281 open2 weeks agoC++

COBRApy

COBRApy

Open & FAIR Digital Twins

COBRA python package
Advanced COBRApy, the leading Python package for constraint-based reconstruction and analysis, widely adopted in genome-scale metabolic modeling. Provides access to key methods such as flux balance and flux variability analysis.

0.32.1★ 58796 openyesterdayPythonGPL-2.0

tellurium

tellurium

Open & FAIR Digital Twins

systems biology simulation library
Co-developed Tellurium, a Python-based environment for reproducible dynamical modeling of biological networks. Integrated standard formats with powerful simulation libraries, enabling accessible and transparent modeling.

2.2.11.2★ 146133 open3 weeks agoPythonApache-2.0

VisFEM

VisFEM

Digital Twins AI Open & FAIR

Web visualization of FEM models
A browser-based visualization tool for finite element method (FEM) simulation results, making FEM-based digital twin models interactively explorable and shareable directly from the web to lower the barrier to reproducible computational modeling.

0.1.0★ 10 open2 weeks agoPythonMIT

livermetabolism.com

Open & FAIR

Source of this website
The complete source of this website, with all research data (publications, people, projects, software, teaching) maintained as open YAML tables and built into a static site.

0.11.1★ 25 opentodayTypeScript

Data from GitHub, updated .

Funding

Bundesministerium für Forschung, Technologie und Raumfahrt (BMFTR) und dem Land Berlin im Rahmen der Exzellenzstrategie von Bund und Ländern

X-Student Research Group - Digital Twins in Action: Optimizing Direct Oral Anticoagulant Use

Digital Twins Pharmacometrics Open & FAIR

BMFTR, Recipient, 10/2025–04/2026
Project-based teaching initiative on digital twins in medicine, focusing on physiologically based pharmacokinetic (PBPK) modeling to optimize the use of direct oral anticoagulants.

Deutsche Forschungsgemeinschaft (DFG)

SPP2311 - Startup Funding - SPP-FEMVis: Advancing Open Science with Web-Based FEM Visualization

Open & FAIR Digital Twins

DFG, Recipient, 10/2025–09/2026
Startup funding to develop an open science platform for interactive, web-based visualization of finite element method (FEM) simulations.

Circle U. - European University Alliance

AlgoNomy - Algorithmic Regulation Before Medical Liability - Advancing Doctor-Patient Autonomy in AI-Driven Healthcare

AI

Circle U., Co-Investigator, 2024–2025
Building an international academic network to investigate the role of algorithms and AI in medical decision support systems, with a focus on legal, ethical, and patient autonomy implications.

BUA - Berlin University Alliance

Open Science Ambassador

Open & FAIR

BMFTR, Recipient, 01/2024–06/2026
Supporting the promotion and implementation of open science practices across research communities at Berlin Universities, with a focus on reproducibility, FAIR data, and fostering collaborative exchange.

Deutsche Forschungsgemeinschaft (DFG)

SPP2311 - SimLivA - SIMulation supported LIVer Assessment for donor organs

Digital Twins Digital Pathology AI

DFG, Recipient, 10/2025–09/2027
Developing computational models and simulation workflows to assess liver function in donor organs, advancing predictive tools for transplantation and improving clinical decision-making.

Bundesministerium für Forschung, Technologie und Raumfahrt (BMFTR) und dem Land Berlin im Rahmen der Exzellenzstrategie von Bund und Ländern

X-Student Research Group - Physiologically based digital twins for the treatment of hypertension with ACE inhibitors and diuretics

Digital Twins Pharmacometrics

BMFTR, Recipient, 04/2023–09/2023
Project-based teaching initiative on digital twins in pharmacology, focusing on physiologically based pharmacokinetic (PBPK) modeling to optimize hypertension therapy with ACE inhibitors and diuretics.

Bundesministerium für Forschung, Technologie und Raumfahrt (BMFTR) "Computational Life Sciences"

ATLAS - AI and Simulation for Tumor Liver ASsessment

Digital Twins AI

BMFTR, Recipient, 03/2023–12/2026
Developing AI-driven and simulation-based methods to improve the assessment of liver tumors, integrating computational modeling with clinical data to support personalized diagnosis and treatment planning.

Bundesministerium für Forschung, Technologie und Raumfahrt (BMFTR) und dem Land Berlin im Rahmen der Exzellenzstrategie von Bund und Ländern

X-Student Research Group - Physiologically based modeling of drugs: ACE inhibitors in the treatment of high blood pressure

Pharmacometrics

BMFTR, Recipient, 10/2022–03/2023
Project-based teaching initiative on physiologically based pharmacokinetic (PBPK) modeling, focusing on optimizing the use of ACE inhibitors in hypertension therapy.

Deutsche Forschungsgemeinschaft (DFG)

FOR5151 - QuaLiPerF - Quantifying Liver Perfusion-Function Relationship in Complex Resection – A Systems Medicine Approach

Digital Twins AI

DFG, Recipient, 07/2021–11/2025
Advancing systems medicine by developing computational models to quantify the relationship between liver perfusion and function in complex surgical resections, supporting risk assessment and personalized treatment planning.

Deutsche Forschungsgemeinschaft (DFG)

SPP2311 - SimLivA - SIMulation supported LIVer Assessment for donor organs

Digital Twins AI

DFG, Co-Investigator, 01/2020–12/2023
Collaborative project developing simulation approaches to assess donor liver function, aiming to improve transplantation outcomes through predictive computational modeling.

EOSCsecretariat.eu - EU Horizon Program - EOSC-life

EOSC-Life - Reproducible simulation studies targeting COVID-19

Open & FAIR

EOSC-life, Recipient, 06/2020–05/2021
Developed reproducible computational simulation studies to investigate COVID-19 dynamics, integrating standardized workflows and open science practices for rapid and transparent research dissemination.

Bundesministerium für Forschung, Technologie und Raumfahrt (BMFTR)

LiSyM - Systems Medicine of the Liver - Junior group leader - Multi-scale models for the personalized evaluation of liver function

Digital Twins AI

BMFTR, Recipient, 06/2016–05/2022
Led a junior research group developing multi-scale computational models to assess and predict liver function, advancing personalized medicine approaches and translational applications in hepatology.

This work was supported by the BMFTR-funded de.NBI Cloud within the German Network for Bioinformatics Infrastructure (de.NBI) (031A537B, 031A533A, 031A538A, 031A533B, 031A535A, 031A537C, 031A534A, 031A532B).

Editors

We are actively involved in the standardization and reproducibility efforts in Systems Biology and Systems Medicine.

COMBINE coordinator

COMBINE coordinator

Open & FAIR

2020-2025
The COmputational Modeling in BIology NEtwork (COMBINE) is an initiative to coordinate the development of the various community standards and formats for computational models.

PETab editor

PETab editor

Open & FAIR

2023-2026
PEtab is a data format for specifying parameter estimation problems in systems biology.

SBML editor

SBML editor

Open & FAIR

2018-2023; 2025-2027
The Systems Biology Markup Language (SBML) is a software data format for describing models in biology.

SED-ML editor

SED-ML editor

Open & FAIR

2017-2022; 2024-2026
The Simulation Experiment Description Markup Language (SED-ML) is a format for encoding simulation setups, to ensure exchangeability and reproducibility of simulation experiments.