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Search results for parameter estimation
parameter-estimation
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53 search results found
Sbi
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476
Simulation-based inference toolkit
Bayesflow
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216
A Python library for amortized Bayesian workflows using generative neural networks.
Pints
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200
Probabilistic Inference on Noisy Time Series
Pypesto
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183
python Parameter EStimation TOolbox
Swyft
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141
A system for scientific simulation-based inference at scale.
Openmole
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141
Workflow engine for exploration of simulation models using high throughput computing
Pestpp
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115
tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis
Controlsystemidentification.jl
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114
System Identification toolbox for LTI systems, compatible with ControlSystems.jl
Lowlevelparticlefilters.jl
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105
State estimation, smoothing and parameter estimation using Kalman and particle filters.
Amici
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105
Advanced Multilanguage Interface to CVODES and IDAS
Mads.jl
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100
MADS: Model Analysis & Decision Support
Quasimontecarlo.jl
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95
Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)
Opty
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78
A library for using direct collocation in the optimization of dynamic systems.
Structuralidentifiability.jl
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75
Fast and automatic structural identifiability software for ODE systems
Diffeqparamestim.jl
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60
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
D2d
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55
a modeling environment tailored to parameter estimation in dynamical systems
Petab
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54
PEtab - an SBML and TSV based data format for parameter estimation problems in systems biology
Basic Statistics With Python
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43
Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.
Modest Py
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42
FMI-compliant Model Estimation in Python
Xpsi
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33
X-PSI: X-ray Pulse Simulation and Inference
Welltestpy
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30
A python-package for handling well based field campaigns.
Flobaroid
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29
Framework for dynamical system identification of floating-base rigid body tree structures
Parameterestimation.jl
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24
ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.
Benchmark Models Petab
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23
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
Biomass
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23
A Python Framework for Modeling and Analysis of Signaling Systems
Croptimizr
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20
A package for parameter estimation, uncertainty / sensitivity analysis for crop models
Parpe
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19
Parameter estimation for dynamical models using high-performance computing, batch and mini-batch optimizers, and dynamic load balancing.
Parameterestimocean.jl
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17
🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses
Profilelikelihood.jl
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17
Methods for profile likelihood analysis.
Pesto
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15
PESTO: Parameter EStimation TOolbox, Bioinformatics, btx676, 2017.
Informme
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15
An information-theoretic pipeline for methylation analysis of WGBS data
Libpetab Python
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14
Python package for working with PEtab files
Smi
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14
Toolbox for parameter estimation of the Standard Model of diffusion in white matter
Acces Coexsist
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13
Learning simulation parameters from experimental data, from the micro to the macro, from laptops to clusters.
Peuqse
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12
Parameter estimation for complex physical problems often suffers from finding ‘solutions’ that are not physically realistic. The PEUQSE software provides tools for finding physically realistic parameter estimates, graphs of the parameter estimate positions within parameter space, and plots of the final simulation results.
Sober
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11
Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration
Gwin
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11
A python package for Bayesian inference of gravitational-wave data
Psweep
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10
Loop like a pro, make parameter studies fun.
Neuralestimators.jl
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9
Julia package for neural estimation
Peregrine
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9
A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals
Moto
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8
Induction motor parameter estimation tool
Galibrate
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8
Parameter estimation and model calibration using Genetic Algorithm optimization in Python.
Pycotools3
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8
A Python toolbox for COPASI
Intro_to_param_estim
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7
Parameter estimation of ODE models describing biological processes
Pycotools
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7
A Python Toolbox for COPASI
Li Ion Battery Model Parameters Estimator
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6
Semi-Automatic Li Ion battery RC model parameters estimator
Omsysident
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6
OpenModelica parameter estimation on top of OMSimulator
Petabvis
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6
PEtab visualization tool
Sbi4abm
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6
Black-box Bayesian inference for agent-based models in the social sciences
Petab_test_suite
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5
PEtab test suite
Kfestimate.jl
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5
Julia package for KF and EKF parameter estimation using Automatic Differentiation
Spatstat.model
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5
Sub-package of spatstat containing functionality for parametric modelling and inference
Tensir
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5
SIR model parameter estimation using a novel algorithm for differentiated uniformization.
1-53 of 53 search results
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