Machine Learning models for in vitro enzyme kinetic parameter prediction
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Updated
Apr 19, 2026 - Python
Machine Learning models for in vitro enzyme kinetic parameter prediction
A Python parser for the BRENDA database
🏍️ - JAX-based framework to model biological systems
Python toolkit and package for analyzing enzyme activity data
🔬 mtphandler is Python package for processing, enriching, and converting microtiter plate data into standardized EnzymeML time-course data, ready for data science
LBplot is a python program to plot Lineweaver-Burk double reciprocal plots and calculate basic statistics from V0 and [S] data.
A QM-MM Tutorial of Enzyme Reaction Dynamics
A Python module for analysis and visualization of dose-response data
Organize and analyze plate-reader data from 96-well plate kinetics experiments. Specifically tailored for PGO assays but can be modified to fit many more.
A computational tool for fitting Michaelis–Menten enzyme kinetics data using non-linear least squares regression. Features both a command-line interface for batch processing and an interactive web dashboard for real-time analysis.
Stochastic chemical kinetics using Gillespie algorithm and chemical master equation, application to enzyme kinetics
Python toolkit for wet-lab assay data analysis and visualization — enzyme kinetics, qPCR, and SPR fitting helpers with a built-in GraphPad-Prism-style Matplotlib stylesheet for publication-ready plots.
A library for parsing out data from the BRENDA database html files
This study explores morph-specific differences in gene expression and steroid hormone metabolism in ruff sandpipers (Calidris pugnax), focusing on the key enzyme HSD17B2.
Generation of 3 types of Enzyme Kinetics plots, including double reciprocal, using R to reduce manual labour, from raw lab data. We are using ALP as a model enzyme.
Enzyme kinetics fitting tools — simple Michaelis-Menten fitter (Dash) and advanced multi-model Bayesian fitter with ODE integration (Streamlit/PyMC)
R package designed to generate, distribute, and evaluate enzyme kinetics data for teaching and assessment in biochemistry and related laboratory courses.
A library for generalized kinetics format
🧬 - A graphical user interface for the EnzymeML community standard
MSc thesis submitted to University of Hertfordshire
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