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AMAS (Automatic Model Annotation System): (currently) predicting annotations of species and reactions of models in SBML format.

Jupyter Notebook 7 2 Updated Sep 21, 2023
Jupyter Notebook 1 Updated Dec 2, 2025
Python 1 Updated Jul 31, 2024

SBMLNetwork is a library designed to enable software developers and systems biologists to interact with the graphical representation of SBML (Systems Biology Markup Language) models.

C++ 1 1 Updated Sep 30, 2024

This project aims to enhance the working environment on Windows

C 31,574 1,282 Updated Nov 3, 2025

Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes

Jupyter Notebook 876 401 Updated Jun 2, 2023

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

Jupyter Notebook 6,979 3,571 Updated Dec 28, 2025

Machine Learning models using a Bayesian approach and often PyMC3

Jupyter Notebook 25 16 Updated Jan 21, 2021

some code for linlog model simulation

Jupyter Notebook 3 Updated Jan 18, 2024

Deep learning and Bayesian approach applied to enzyme turnover number for the improvement of enzyme-constrained genome-scale metabolic models (ecGEMs) reconstruction

Python 183 64 Updated Jul 4, 2023

Given a list of EC numbers, parses through BRENDA to generate a spreadsheet of relevant reaction data ready to feed into ODBM.

Python 1 Updated Sep 25, 2023

Contains all relevant data of the 2023 GDP-Fucose paper.

Component Pascal 3 Updated Jun 28, 2024

Enzyme models that take into account kinetics, allostery and thermodynamics

Python 27 2 Updated Sep 3, 2024

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

Python 591 169 Updated Feb 16, 2026

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Jupyter Notebook 4,841 745 Updated Mar 18, 2024
Jupyter Notebook 2 1 Updated Sep 17, 2021

libRoadRunner: A high-performance SBML simulator

C++ 56 28 Updated Feb 13, 2026

StarGazer is a tool designed for rapidly assessing drug repositioning opportunities. It combines multi-source, multi-omics data with a novel target prioritization scoring system in an interactive P…

Python 35 13 Updated Aug 14, 2023