Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: parameter-estimation

SciML/QuasiMonteCarlo.jl

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)

Language: Julia - Size: 3.18 MB - Last synced: 12 minutes ago - Pushed: 2 days ago - Stars: 97 - Forks: 24

casadi/casadi

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

Language: C++ - Size: 134 MB - Last synced: 39 minutes ago - Pushed: 1 day ago - Stars: 1,566 - Forks: 355

elcorto/psweep

Loop like a pro, make parameter studies fun.

Language: Python - Size: 5.82 MB - Last synced: about 1 hour ago - Pushed: about 6 hours ago - Stars: 13 - Forks: 2

SticsRPacks/CroptimizR

Estimate Crop Models' parameters

Language: R - Size: 23.1 MB - Last synced: about 10 hours ago - Pushed: about 12 hours ago - Stars: 23 - Forks: 5

Data2Dynamics/d2d

a modeling environment tailored to parameter estimation in dynamical systems

Language: MATLAB - Size: 254 MB - Last synced: about 12 hours ago - Pushed: about 13 hours ago - Stars: 56 - Forks: 29

baggepinnen/ControlSystemIdentification.jl

System Identification toolbox, compatible with ControlSystems.jl

Language: Julia - Size: 247 MB - Last synced: about 17 hours ago - Pushed: about 18 hours ago - Stars: 125 - Forks: 12

AMICI-dev/AMICI

Advanced Multilanguage Interface to CVODES and IDAS

Language: Jupyter Notebook - Size: 209 MB - Last synced: about 18 hours ago - Pushed: about 18 hours ago - Stars: 106 - Forks: 30

janpeter19/BPL_TEST2_Batch_calibration

Material for standard text book model of batch cultivation where model is calibrated using time series data for substrate and cell concentration. Updated.

Language: Jupyter Notebook - Size: 15.1 MB - Last synced: about 19 hours ago - Pushed: about 20 hours ago - Stars: 2 - Forks: 0

sbi-dev/sbi

Simulation-based inference toolkit

Language: Python - Size: 72.6 MB - Last synced: about 20 hours ago - Pushed: 1 day ago - Stars: 525 - Forks: 126

jpgsantos/Subcellular_workflow

A workflow developed to tackle the challenge of building and analyzing biochemical pathway models, combining pre-existing tools and custom-made software.

Language: Component Pascal - Size: 760 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 2 - Forks: 0

alexandershaw4/aoptim

a gradient-based optimisation routine for highly parameterised non-linear dynamical models

Language: MATLAB - Size: 6.85 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 3 - Forks: 0

Benchmarking-Initiative/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

Language: Python - Size: 2.88 MB - Last synced: 27 days ago - Pushed: 27 days ago - Stars: 23 - Forks: 14

csu-hmc/opty

A library for using direct collocation in the optimization of dynamic systems.

Language: Python - Size: 611 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 83 - Forks: 19

stefanradev93/BayesFlow

A Python library for amortized Bayesian workflows using generative neural networks.

Language: Python - Size: 190 MB - Last synced: 1 day ago - Pushed: 3 days ago - Stars: 254 - Forks: 42

SQY2021/Estimation_IEEE-TIE

Parameter Estimation of DAB Converter Using Intelligent Algorithms and Steady-State Modeling Considering Nonidealities (IEEE Transactions on Industrial Electronics (*IEEE TIE*))

Language: MATLAB - Size: 1.16 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 2 - Forks: 0

CliMA/ParameterEstimocean.jl

🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses

Language: Julia - Size: 114 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 20 - Forks: 5

ergodicio/inverse-thomson-scattering

The Thomson scattering diagnostic offers a method by which to infer plasma parameters such as n_e, T_e. This codebase uses the form factor equations to estimate those plasma parameters by fitting to observed Thomson scattering spectra.

Language: Python - Size: 43.7 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 2 - Forks: 0

SciML/StructuralIdentifiability.jl

Fast and automatic structural identifiability software for ODE systems

Language: Julia - Size: 28.5 MB - Last synced: 2 days ago - Pushed: 5 days ago - Stars: 97 - Forks: 17

madsjulia/Mads.jl

MADS: Model Analysis & Decision Support

Language: HTML - Size: 183 MB - Last synced: 6 days ago - Pushed: 9 days ago - Stars: 101 - Forks: 20

madsjulia/GeostatInversion.jl

Geostatistical Inversion

Language: Julia - Size: 183 KB - Last synced: 6 days ago - Pushed: 9 days ago - Stars: 3 - Forks: 6

xpsi-group/xpsi

X-PSI: X-ray Pulse Simulation and Inference

Language: Python - Size: 404 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 34 - Forks: 20

siegmone/bsc-thesis

Code for parameter estimation for my BSc thesis work @ University Fedeerico II of Naples

Language: Python - Size: 83 MB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 0 - Forks: 0

rookie727/Neural-Networks-from-Scratch-Numpy-Implementation

In this project, we will construct deep learning models from scratch using NumPy , including linear regression, logistic regression, and neural networks. we also converge parameter estimation, back-propagation, and statistical inference.

Language: Jupyter Notebook - Size: 123 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 0 - Forks: 0

msainsburydale/NeuralEstimators.jl

Julia package for neural estimation

Language: Julia - Size: 2.52 MB - Last synced: about 23 hours ago - Pushed: about 24 hours ago - Stars: 11 - Forks: 0

aashrafh/CMP402

Solution of Machine Intelligence (CMP402) labs

Language: Python - Size: 339 KB - Last synced: 13 days ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

InPhyT/Quantitative_Single_Neuron_Modeling_Competition_2007

Data for the Quantitative Single-Neuron Modeling Competition (2007).

Language: MATLAB - Size: 27.1 MB - Last synced: 14 days ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

openmole/openmole

Workflow engine for exploration of simulation models using high throughput computing

Language: Scala - Size: 149 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 139 - Forks: 37

vsquicciarini/madys

MADYS: isochronal parameter determination for young stellar and substellar objects

Language: Python - Size: 32.2 MB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 5 - Forks: 0

kmaeda16/RCGAToolbox

RCGAToolbox is a MATLAB toolbox for parameter estimation of kinetic models.

Language: MATLAB - Size: 57.1 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 3 - Forks: 1

ma921/SOBER

Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration

Language: Jupyter Notebook - Size: 33.1 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 17 - Forks: 2

mauricelanghinrichs/ABCdeZ.jl

Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.

Language: Julia - Size: 695 KB - Last synced: 6 days ago - Pushed: 12 months ago - Stars: 9 - Forks: 1

NYU-DiffusionMRI/SMI

Toolbox for parameter estimation of the Standard Model of diffusion in white matter

Language: MATLAB - Size: 519 KB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 17 - Forks: 0

spatstat/spatstat.model

Sub-package of spatstat containing functionality for parametric modelling and inference

Language: R - Size: 1.7 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 5 - Forks: 1

schmitse/lhcb-starterkit-2022

Fitting tutorial for the LHCb starterkit 2022

Language: Jupyter Notebook - Size: 3.39 MB - Last synced: 25 days ago - Pushed: over 1 year ago - Stars: 5 - Forks: 1

iliailmer/ParameterEstimation.jl

ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.

Language: Julia - Size: 5.43 MB - Last synced: 29 days ago - Pushed: 2 months ago - Stars: 25 - Forks: 7

PEtab-dev/libpetab-python

Python package for working with PEtab files

Language: Python - Size: 10.6 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 14 - Forks: 5

ICB-DCM/pyPESTO

python Parameter EStimation TOolbox

Language: Python - Size: 49.9 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 195 - Forks: 41

pints-team/pints

Probabilistic Inference on Noisy Time Series

Language: Python - Size: 178 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 206 - Forks: 32

undark-lab/swyft

A system for scientific simulation-based inference at scale.

Language: Jupyter Notebook - Size: 380 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 151 - Forks: 13

mechmotum/ollie-optimization

Optimal control and parameter optimization for a maximal height ollie problem

Language: TeX - Size: 32.2 MB - Last synced: about 2 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

spang-lab/TenSIR

SIR model parameter estimation using a novel algorithm for differentiated uniformization.

Language: Python - Size: 7.54 MB - Last synced: 21 days ago - Pushed: 5 months ago - Stars: 5 - Forks: 1

usgs/pestpp

tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis

Language: C++ - Size: 1.08 GB - Last synced: 21 days ago - Pushed: 27 days ago - Stars: 117 - Forks: 68

matthewozon/BAYROSOL.jl

Suite of Julia packages solving the GDE for aerosol: measurement simulation and parameter estimation

Language: Julia - Size: 83.8 MB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

skerryvore/regression_analysis_101

An introduction to regression analysis & model parameter estimation

Language: Jupyter Notebook - Size: 5.47 MB - Last synced: 2 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

lucien1011/mlhep-inference

Statistical framework to perform parameter estimation with normalizing flows

Language: Jupyter Notebook - Size: 9.9 MB - Last synced: 2 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Zheng-Meng/Parameter-Tracking-with-Machine-Learning

Codes for ''Machine-learning parameter tracking with partial state observation'', which published in Physical Review Research.

Language: MATLAB - Size: 1.49 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

PEtab-dev/PEtab

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

Size: 10.4 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 54 - Forks: 12

PEREGRINE-GW/peregrine

A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals

Language: Python - Size: 1.68 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 10 - Forks: 4

Goykhman/Fat_tails_parameter_estimation

How to choose well-defined observables when dealing with fat-tailed probability distributions

Language: Jupyter Notebook - Size: 54.7 KB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

GeoKrom/NTUA-Adaptive-Robust-and-Hierarchical-Control-course

Parameter estimation and MRAC algorithms implemantaion

Language: MATLAB - Size: 26.4 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

stevenalfonso/McmcHermes.jl

A package for performing Metropolis Hasting Algorithm.

Language: Julia - Size: 14.8 MB - Last synced: 9 days ago - Pushed: 2 months ago - Stars: 2 - Forks: 1

baggepinnen/LowLevelParticleFilters.jl

State estimation, smoothing and parameter estimation using Kalman and particle filters.

Language: Julia - Size: 191 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 108 - Forks: 14

Andreza-Nascimento/System-Identification

This repository contains a collection of assignments completed for the System Identification and Parameter Estimation (TIP7044) course at the Federal University of Ceará during my Master's degree.

Language: MATLAB - Size: 940 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

ctpeterson/SwissFit

General-purpose library for fitting models to data with correlated Gaussian-distributed noise

Language: Python - Size: 1.77 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

AdityaSavara/PEUQSE

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.

Language: Python - Size: 654 MB - Last synced: 12 days ago - Pushed: 2 months ago - Stars: 13 - Forks: 5

InPhyT/Quantitative_Single_Neuron_Modeling_Competition_2009

Data for the Quantitative Single-Neuron Modeling Competition (2009).

Size: 65.6 MB - Last synced: 14 days ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

sinagilassi/rmt-app

Python Reactor Modeling Tools

Language: Python - Size: 1020 KB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 5 - Forks: 2

biomass-dev/biomass

A Python Framework for Modeling and Analysis of Signaling Systems

Language: Python - Size: 25.9 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 24 - Forks: 12

Taarak9/Time-dependent-SEIRD-Model

A Time-Dependent SEIRD Model for Forecasting the COVID-19 Transmission Dynamics

Language: Python - Size: 43.9 KB - Last synced: 9 days ago - Pushed: almost 3 years ago - Stars: 5 - Forks: 1

DanielVandH/ProfileLikelihood.jl

Methods for profile likelihood analysis.

Language: Julia - Size: 13.1 MB - Last synced: 4 days ago - Pushed: about 1 month ago - Stars: 17 - Forks: 3

glotaran/TIMP

TIMP is an R package for fitting superposition models that implements the partitioned variable projection algorithm. The package has been extensively applied to modeling spectroscopy and Fluorescence Lifetime Imaging Microscopy (FLIM) datasets. This is the git managed codebase of the r-forge TIMP project.

Language: R - Size: 26.1 MB - Last synced: 13 days ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

rodrigo-munguia/EKF-based-parameter-identification-of-uavs

MATLAB-Simulink code for paper: EKF-Based Parameter Identification of Multi-Rotor Unmanned Aerial VehiclesModels

Language: MATLAB - Size: 12 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 2 - Forks: 0

LIMUNIMI/SAMPLE

Implementation of SAMPLE (Spectral Analysis for Modal Parameter Linear Estimate)

Language: Python - Size: 3.21 MB - Last synced: 15 days ago - Pushed: 7 months ago - Stars: 5 - Forks: 0

Zirui24/SynMotor_FSO_ParamEst

Simulation of synchronous machine model-based sensorless control with parameter estimation and PE condition analysis

Language: Jupyter Notebook - Size: 12.6 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 4 - Forks: 0

lhalloran/COMPEST

An interface connecting COMSOL Multiphysics and PEST to solve inverse modelling problems using forward finite element models (paper here: http://doi.org/10.1016/j.cageo.2019.02.001)

Language: Java - Size: 9.05 MB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 6 - Forks: 3

sdu-cfei/modest-py

FMI-compliant Model Estimation in Python

Language: Python - Size: 9.05 MB - Last synced: 2 months ago - Pushed: almost 2 years ago - Stars: 46 - Forks: 11

GeoStat-Framework/welltestpy

A python-package for handling well based field campaigns.

Language: Python - Size: 10.2 MB - Last synced: 24 days ago - Pushed: about 1 year ago - Stars: 33 - Forks: 7

ICB-DCM/parPE

Parameter estimation for dynamical models using high-performance computing, batch and mini-batch optimizers, and dynamic load balancing.

Language: C++ - Size: 55.9 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 19 - Forks: 4

isadays/Supervised-ML

OLS. R and Python. In this project, we study fundamental concepts of Supervised ML models, such as Regression Analysis: Coefficient of Model Adjustment (R²), Parameters Estimation ,Statistical Significance of the Model (F test, T test) ,Multiple Regression , Qualitative Explanatory Variables (X) , heteroscedasticity and etc.

Language: Jupyter Notebook - Size: 2.63 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

sarapv/Perez-Vieites2018_NestedHybridFilter

Code for the nested hybrid filters (NHFs), including four different implementations using sequential Monte Carlo (SMC), sequential quasi-Monte Carlo (SQMC), extended Kalman filters (EKFs) and ensemble Kalman filters (EnKFs). I have also included the implementation of the nested particle filter (NPF) and the two-stage filter to compare performance.

Language: MATLAB - Size: 123 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 3 - Forks: 0

susantoj/Moto

Induction motor parameter estimation tool

Language: Python - Size: 1.32 MB - Last synced: 4 months ago - Pushed: over 6 years ago - Stars: 17 - Forks: 9

SciML/DiffEqParamEstim.jl

Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions

Language: Julia - Size: 5.26 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 60 - Forks: 34

ICB-DCM/PESTO

PESTO: Parameter EStimation TOolbox, Bioinformatics, btx676, 2017.

Language: MATLAB - Size: 248 MB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 27 - Forks: 12

ArfaKhalid/Statistical_Analysis_Steps

This repository contains comprehensive information on the steps necessary for parameter selection and statistical tests and model selection

Language: Jupyter Notebook - Size: 2.79 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

mauricelanghinrichs/memocell

Bayesian inference of stochastic cellular processes with and without memory in Python.

Language: Python - Size: 55.4 MB - Last synced: 28 days ago - Pushed: 6 months ago - Stars: 1 - Forks: 1

avani-p/AE4320_SystemIdentification

Assignment Submission for the System Identification of Aerospace Vehicle (AE4320) course. Two Step Approach to Identify Aerodynamic Model - State Estimation and Parameter Estimation

Language: MATLAB - Size: 1.36 GB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

MichaelBarclift/Additive-Manufacturing

A curated list of Additive Manufacturing literature, research papers, and presentations that are publicly available and related to Laser Powder Bed Fusion and Metal Binder Jetting processes.

Size: 268 KB - Last synced: 4 months ago - Pushed: almost 3 years ago - Stars: 15 - Forks: 0

uob-positron-imaging-centre/ACCES-CoExSiST

Learning simulation parameters from experimental data, from the micro to the macro, from laptops to clusters.

Language: Python - Size: 17.8 MB - Last synced: about 1 month ago - Pushed: 6 months ago - Stars: 13 - Forks: 3

jonathan-obredor/PMSM-Controller-Simulink

Implementation of a Permanent Magnet Synchronous Motor Control: Field-Oriented Control with Simulink

Language: MATLAB - Size: 4.04 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 4

lvchien/thesis

Thuật toán truy hồi cho ước lượng tham số trong mô hình hồi quy tuyến tính.

Language: Matlab - Size: 321 KB - Last synced: 7 months ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 0

MunskyGroup/SSIT

Stochastic System Identification Toolkit (SSIT) to model, analyze and design single-cell experiments

Language: MATLAB - Size: 209 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 8

nvanriel/ADAPT

ADAPT toolbox for Matlab - Analysis of Dynamic Adaptations in Parameter Trajectories

Language: C - Size: 182 MB - Last synced: 7 months ago - Pushed: over 9 years ago - Stars: 2 - Forks: 2

GarrettJenkinson/informME

An information-theoretic pipeline for methylation analysis of WGBS data

Language: MATLAB - Size: 7.78 MB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 24 - Forks: 9

subham-agrawall/airship-parameter-estimation

Nonlinear parameter estimation of airship using modular neural network.

Language: Python - Size: 198 MB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 3 - Forks: 1

JaPitt/GEARS

GEARS a toolbox for Global parameter Estimation with Automated Regularisation via Sampling by Jake Alan Pitt and Julio R. Banga

Language: Matlab - Size: 179 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 2 - Forks: 0

CABSEL/REDEMPTION

Reduced Dimension Ensemble Modeling and Parameter Estimation

Size: 6 MB - Last synced: 7 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

RRafiee/Gaussian-mixture-modelling

Gaussian mixture modelling - Unsupervised learning

Language: R - Size: 8.19 MB - Last synced: 7 months ago - Pushed: about 7 years ago - Stars: 4 - Forks: 2

sob-ANN/Projects

Project Portfolio

Language: Jupyter Notebook - Size: 10.6 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

ast0815/remu

ReMU - Response Matrix Utilities

Language: Python - Size: 114 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 4 - Forks: 1

NeuroLife77/DRFFIT_paper

Parameter space reduction algorithm for search-based model calibration algorithms

Language: Jupyter Notebook - Size: 10.1 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

TheFerry10/ml-parameter-identification

A simple parameter reconstruction workflow using well-established machine learning algorithms and neural networks. The workflow is implemented and explained step-by-step in a Jupyter notebook.

Language: Jupyter Notebook - Size: 7.01 MB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 3 - Forks: 1

asanet/chemeng-solved

Classic problems in chemical engineering solved with matlab

Language: MATLAB - Size: 45.9 KB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 16 - Forks: 1

phillipbvetter/ctsmrTMB

Fast and efficient parameter and state estimation in stochastic state space systems with Template Model Builder (TMB)

Language: R - Size: 15 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 4 - Forks: 0

OpenModelica/OMSysIdent

OpenModelica parameter estimation on top of OMSimulator

Language: C++ - Size: 7.3 MB - Last synced: 17 days ago - Pushed: over 2 years ago - Stars: 7 - Forks: 2

gwastro/gwin 📦

A python package for Bayesian inference of gravitational-wave data

Language: Python - Size: 677 KB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 14 - Forks: 26

CiaranWelsh/pycotools3

A Python toolbox for COPASI

Language: Python - Size: 768 MB - Last synced: 2 months ago - Pushed: over 1 year ago - Stars: 13 - Forks: 2

CiaranWelsh/pycotools

A Python Toolbox for COPASI

Language: Jupyter Notebook - Size: 691 MB - Last synced: 2 months ago - Pushed: almost 5 years ago - Stars: 7 - Forks: 4

Anjuharidas4/Tableau

UK Bank, WeWashUSleep

Size: 69.3 KB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

YujiSODE/crvFit

Curve fitting tool based on the least absolute value method and the Monte Carlo method

Language: Tcl - Size: 63.5 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1

bor9/estudiando_el_kay

Apuntes y soluciones de los ejercicios del libro "Fundamentals of Statistical Signal Processing: Estimation Theory" de Steven M. Kay.

Language: TeX - Size: 26.3 MB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 2 - Forks: 1

Related Keywords
parameter-estimation 199 python 27 systems-biology 22 optimization 22 machine-learning 21 bayesian-inference 20 simulation 16 matlab 15 modeling 13 julia 11 uncertainty-quantification 11 kalman-filter 9 ode 8 r 8 statistics 8 petab 7 astronomy 7 sbml 7 dynamical-systems 7 python3 7 model-calibration 7 computational-biology 7 kinetic-modeling 6 deep-learning 6 bayesian-methods 6 bayesian-optimization 6 sensitivity-analysis 6 gravitational-waves 5 statistical-inference 5 system-identification 5 least-squares 5 bayesian-statistics 5 calibration 5 hacktoberfest 5 differential-equations 5 genetic-algorithm 5 simulation-based-inference 5 covid-19 5 state-space-model 4 gradient-descent 4 computational-neuroscience 4 neuroscience 4 regression 4 pycbc 4 time-series 4 virgo 4 high-performance-computing 4 inverse-problems 4 stochastic-differential-equations 4 markov-chain 4 model-selection 4 estimation 4 hypothesis-testing 4 ligo 4 ordinary-differential-equations 4 sir-model 4 ode-model 3 likelihood-free-inference 3 pytorch 3 approximate-bayesian-computation 3 differential-algebraic-equations 3 parameter-tuning 3 simulation-modeling 3 simulink 3 profile-likelihood 3 data 3 parallel-computing 3 data-science 3 numerical-optimization 3 systems-biology-simulation 3 likelihood-free 3 maximum-likelihood-estimation 3 automatic-differentiation 3 stochastic-processes 3 modelling 3 numpy 3 linear-regression 3 neural-networks 3 scientific-computing 3 differentialequations 3 control-systems 3 optimal-control 3 levenberg-marquardt 2 likelihood 2 biological-modeling 2 coronavirus 2 controls 2 nested-sampling 2 identification 2 probabilistic-models 2 logistic-regression 2 identifiability 2 biochemical-networks 2 deep-neural-networks 2 validation 2 physics 2 shiny-apps 2 regression-models 2 numerical-methods 2 chemical-engineering 2