Topic: "parameter-estimation"
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: 143 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 1,993 - Forks: 418
sbi-dev/sbi
sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you covered.
Language: Python - Size: 113 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 721 - Forks: 196
ICB-DCM/pyPESTO
python Parameter EStimation TOolbox
Language: Python - Size: 45.5 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 256 - Forks: 47
pints-team/pints
Probabilistic Inference on Noisy Time Series
Language: Python - Size: 192 MB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 239 - Forks: 34
undark-lab/swyft
A system for scientific simulation-based inference at scale.
Language: Jupyter Notebook - Size: 380 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 164 - Forks: 16
usgs/pestpp
tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis
Language: C++ - Size: 1.12 GB - Last synced at: about 5 hours ago - Pushed at: 6 days ago - Stars: 156 - Forks: 86
baggepinnen/ControlSystemIdentification.jl
System Identification toolbox, compatible with ControlSystems.jl
Language: Julia - Size: 378 MB - Last synced at: 31 minutes ago - Pushed at: 2 months ago - Stars: 149 - Forks: 17
openmole/openmole
Workflow engine for exploration of simulation models using high throughput computing
Language: Scala - Size: 151 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 147 - Forks: 39
baggepinnen/LowLevelParticleFilters.jl
State estimation, smoothing and parameter estimation using Kalman and particle filters.
Language: Julia - Size: 382 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 135 - Forks: 18
AMICI-dev/AMICI
High-performance sensitivity analysis for large ordinary differential equation models
Language: C++ - Size: 211 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 125 - Forks: 31
SciML/StructuralIdentifiability.jl
Fast and automatic structural identifiability software for ODE systems
Language: Julia - Size: 32.7 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 124 - Forks: 20
weijie-chen/Basic-Statistics-With-Python
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.
Language: Jupyter Notebook - Size: 8.1 MB - Last synced at: 25 days ago - Pushed at: about 1 year ago - Stars: 122 - Forks: 47
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: 3.43 MB - Last synced at: about 22 hours ago - Pushed at: about 23 hours ago - Stars: 116 - Forks: 26
csu-hmc/opty
A library for using direct collocation in the optimization of dynamic systems.
Language: Python - Size: 2.13 MB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 114 - Forks: 23
madsjulia/Mads.jl
MADS: Model Analysis & Decision Support
Language: HTML - Size: 184 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 105 - Forks: 21
kjyv/FloBaRoID
Framework for dynamical system identification of floating-base rigid body tree structures
Language: Python - Size: 49.5 MB - Last synced at: 5 months ago - Pushed at: over 6 years ago - Stars: 63 - Forks: 26
SciML/DiffEqParamEstim.jl
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
Language: Julia - Size: 3.79 MB - Last synced at: 4 days ago - Pushed at: 7 days ago - Stars: 60 - Forks: 34
PEtab-dev/PEtab
PEtab - an SBML and TSV based data format for parameter estimation problems in systems biology
Size: 11.5 MB - Last synced at: 4 days ago - Pushed at: 14 days ago - Stars: 60 - Forks: 12
Data2Dynamics/d2d
a modeling environment tailored to parameter estimation in dynamical systems
Language: MATLAB - Size: 267 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 59 - Forks: 29
sdu-cfei/modest-py
FMI-compliant Model Estimation in Python
Language: Python - Size: 9.05 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 52 - Forks: 13
pmocz/mcmc-python
Create Your Own Metropolis-Hastings Markov Chain Monte Carlo Algorithm for Bayesian Inference (With Python)
Language: Python - Size: 235 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 43 - Forks: 7
xpsi-group/xpsi
X-PSI: X-ray Pulse Simulation and Inference
Language: Python - Size: 514 MB - Last synced at: 5 days ago - Pushed at: 20 days ago - Stars: 41 - Forks: 21
GeoStat-Framework/welltestpy
A python-package for handling well based field campaigns.
Language: Python - Size: 10.2 MB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 36 - Forks: 6
biomass-dev/biomass
A Python Framework for Modeling and Analysis of Signaling Systems
Language: Python - Size: 26 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 30 - Forks: 13
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: 3.53 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 29 - Forks: 18
SticsRPacks/CroptimizR
Estimate Crop Models' parameters
Language: R - Size: 28.1 MB - Last synced at: 3 days ago - Pushed at: 5 days ago - Stars: 28 - Forks: 6
iliailmer/ParameterEstimation.jl
ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.
Language: MATLAB - Size: 14.1 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 28 - Forks: 8
msainsburydale/NeuralEstimators.jl
Julia package for neural estimation
Language: Julia - Size: 8.25 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 26 - Forks: 2
ma921/SOBER
Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration
Language: Jupyter Notebook - Size: 33.4 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 26 - Forks: 1
ICB-DCM/PESTO
PESTO: Parameter EStimation TOolbox, Bioinformatics, btx676, 2017.
Language: MATLAB - Size: 248 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 26 - Forks: 12
NYU-DiffusionMRI/SMI
Toolbox for parameter estimation of the Standard Model of diffusion in white matter
Language: MATLAB - Size: 1.08 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 25 - Forks: 0
GarrettJenkinson/informME
An information-theoretic pipeline for methylation analysis of WGBS data
Language: MATLAB - Size: 7.78 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 24 - Forks: 9
ICB-DCM/parPE
Parameter estimation for dynamical models using high-performance computing, batch and mini-batch optimizers, and dynamic load balancing.
Language: C++ - Size: 56.5 MB - Last synced at: 4 days ago - Pushed at: 7 months ago - Stars: 23 - Forks: 4
CliMA/ParameterEstimocean.jl
🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses
Language: Julia - Size: 114 MB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 21 - Forks: 6
asanet/chemeng-solved
Classic problems in chemical engineering solved with matlab
Language: MATLAB - Size: 45.9 KB - Last synced at: 7 months ago - Pushed at: almost 6 years ago - Stars: 21 - Forks: 2
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 at: 4 days ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 4
DanielVandH/ProfileLikelihood.jl
Methods for profile likelihood analysis.
Language: Julia - Size: 18.9 MB - Last synced at: about 1 hour ago - Pushed at: 10 months ago - Stars: 18 - Forks: 3
elcorto/psweep
Loop like a pro, make parameter studies fun.
Language: Python - Size: 6.92 MB - Last synced at: 6 days ago - Pushed at: 26 days ago - Stars: 17 - Forks: 2
susantoj/Moto
Induction motor parameter estimation tool
Language: Python - Size: 1.32 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 17 - Forks: 9
AleksandarHaber/Disciplined-Python-Implementation-of-the-Recursive-Least-Squares-Method
This is a disciplined Python implementation of the Recursive Least Squares Method
Language: Python - Size: 673 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 16 - 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 at: over 1 year ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 0
PEtab-dev/libpetab-python
Python package for working with PEtab files
Language: Python - Size: 11.1 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 14 - Forks: 7
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: 720 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 14 - Forks: 5
gwastro/gwin 📦
A python package for Bayesian inference of gravitational-wave data
Language: Python - Size: 677 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 14 - Forks: 26
mauricelanghinrichs/ABCdeZ.jl
Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.
Language: Julia - Size: 894 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 13 - Forks: 1
joelnmdyer/sbi4abm
Black-box Bayesian inference for agent-based models in the social sciences
Language: Python - Size: 561 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 7
CiaranWelsh/pycotools3
A Python toolbox for COPASI
Language: Python - Size: 768 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 3
fededc88/Li-Ion-Battery-Model-parameters-estimator
Semi-Automatic Li Ion battery RC model parameters estimator
Language: MATLAB - Size: 104 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 1
WilliamYi96/Variational-Inference
Generative Models
Size: 63.1 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 13 - Forks: 2
PEREGRINE-GW/peregrine
A simulation-based Inference (SBI) library designed to perform analysis on a wide class of gravitational wave signals
Language: Python - Size: 1.94 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 12 - Forks: 5
blakeaw/GAlibrate
Parameter estimation and model calibration using Genetic Algorithm optimization in Python.
Language: Jupyter Notebook - Size: 396 KB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 4
DavAug/chi
Chi is an open source Python package which is designed for PKPD modelling and model-informed precision dosing (MIPD).
Language: Python - Size: 1.06 GB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 5
okadalabipr/intro_to_param_estim 📦
Parameter estimation of ODE models describing biological processes
Language: Python - Size: 34.2 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 10 - Forks: 1
PySATL/pysatl-mpest
PySATL module providing tools for working with mixtures of distributions. In particular, it allows you to evaluate their parameters.
Language: Python - Size: 46.2 MB - Last synced at: 19 days ago - Pushed at: 26 days ago - Stars: 8 - Forks: 7
JuliaAPlavin/AccessibleOptimization.jl
User-friendly optimization interface with automatic fitting and statistics integration.
Language: Julia - Size: 684 KB - Last synced at: 12 days ago - Pushed at: 6 months ago - Stars: 8 - Forks: 0
LIMUNIMI/SAMPLE
Implementation of SAMPLE (Spectral Analysis for Modal Parameter Linear Estimate)
Language: Python - Size: 3.21 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 0
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 at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 4
vsquicciarini/madys
MADYS: isochronal parameter determination for young stellar and substellar objects
Language: Python - Size: 32.2 MB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 7 - Forks: 0
PEtab-dev/petabvis
PEtab visualization tool
Language: Python - Size: 184 KB - Last synced at: 4 days ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 0
OpenModelica/OMSysIdent
OpenModelica parameter estimation on top of OMSimulator
Language: C++ - Size: 7.3 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 3
CiaranWelsh/pycotools
A Python Toolbox for COPASI
Language: Jupyter Notebook - Size: 691 MB - Last synced at: about 7 hours ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 4
PEtab-dev/petab_test_suite
PEtab test suite
Language: Python - Size: 214 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 6 - Forks: 3
sinagilassi/PyREMOT
Python Reactor Modeling Tools
Language: Python - Size: 1 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 2
JimsPalo/Parameter-Ind-Motor
This consist of a MatLab Function intended to estimate the parameters of a electrical induction motor.
Language: MATLAB - Size: 466 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1
jgbrasier/KFEstimate.jl
Julia package for KF and EKF parameter estimation using Automatic Differentiation
Language: Julia - Size: 851 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 1
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 at: over 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 3
sugwg/gw170817-inclination-angle
Measuring the viewing angle of GW170817 with electromagnetic and gravitational waves
Language: Jupyter Notebook - Size: 87.5 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 3
ergodicio/tsadar
The Thomson scattering diagnostic offers a method by which to infer plasma parameters such as n_e, T_e. This approach uses the form factor equations to estimate those plasma parameters by fitting to observed Thomson scattering spectra.
Language: Python - Size: 160 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 5 - Forks: 5
ast0815/remu
ReMU - Response Matrix Utilities
Language: Python - Size: 114 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 1
spatstat/spatstat.model
Sub-package of spatstat containing functionality for parametric modelling and inference
Language: R - Size: 1.99 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 1
smeznar/SymbolicRegressionToolkit
Toolkit for symbolic regression/equation discovery
Language: Python - Size: 93.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 5 - Forks: 1
TorchMeter/torchmeter
TorchMeter⏲️: Your all-in-one tool for Pytorch model analysis, measuring Params, FLOPs/MACs(aka. MACC or MADD), Memory cost, Inference time and Throughput! ! 🚀
Language: Python - Size: 429 KB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0
madsjulia/GeostatInversion.jl
Geostatistical Inversion
Language: Julia - Size: 188 KB - Last synced at: 15 days ago - Pushed at: 9 months ago - Stars: 5 - Forks: 6
spang-lab/TenSIR
SIR model parameter estimation using a novel algorithm for differentiated uniformization.
Language: Python - Size: 7.54 MB - Last synced at: over 1 year ago - Pushed at: over 1 year 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 at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1
liebermeister/model-balancing
Matlab code and example models for model balancing
Language: MATLAB - Size: 124 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0
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 at: about 1 year ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 1
stevenalfonso/McmcHermes.jl
A package for performing Metropolis Hasting Algorithm.
Language: Julia - Size: 17.1 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 1
ngalioto/bside
Bayesian system identification toolbox
Language: Python - Size: 720 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0
alexandershaw4/aoptim
a gradient-based optimisation routine for highly parameterised non-linear dynamical models
Language: MATLAB - Size: 7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0
KRproject-tech/Parameter_estimation_demo_by_UKF
Parameter estimation Demo by UKF
Language: MATLAB - Size: 479 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 4 - Forks: 2
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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0
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 at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0
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 at: 5 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1
shamilmamedov/beam_handling
Handling a flexible beam with a robot manipulator
Language: Python - Size: 72.1 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0
thenurhabib/dirsfind
Find hidden directories from domain and subdomain.
Language: Python - Size: 354 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0
ddrous/covid-19-sird
Study of the COVID-19 epidemic in Cameroon using a SIRD model with population birth and death rates.
Language: Jupyter Notebook - Size: 8.34 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0
LoLab-MSM/Gleipnir
Python toolkit for Bayesian parameter inference, model calibration, and model selection using Nested Sampling
Language: Python - Size: 359 KB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2
RRafiee/Gaussian-mixture-modelling
Gaussian mixture modelling - Unsupervised learning
Language: R - Size: 8.19 MB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 4 - Forks: 2
MunskyGroup/SSIT
Stochastic System Identification Toolkit (SSIT) to model, analyze and design single-cell experiments
Language: MATLAB - Size: 459 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 3 - Forks: 8
karahanyilmazer/dcsem
Simulate fMRI data with Dynamic Causal Modeling. Show model degeneracy through model inversion. Address this issue with BENCH (Bayesian EstimatioN of CHange).
Language: Python - Size: 2.15 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1
ctpeterson/SwissFit
General-purpose library for fitting models to data with correlated Gaussian-distributed noise
Language: Python - Size: 2.4 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0
roysouvik2/colon_cancer_parameter_estimation_sensitivity_analysis
Codes for parameter estimation and sensitivity analysis of QSP models for colon cancer. This is a part of the National Cancer Institute funded project titled "Data-driven QSP software for personalized colon cancer treatment" Achyuth Manoj, Susanth Kakarla, Suvra Pal and Souvik Roy.
Language: MATLAB - Size: 2.05 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 2
msplr/nls
Experimenting with non-linear least squares problems
Language: C++ - Size: 277 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0
kmaeda16/RCGAToolbox
RCGAToolbox is a MATLAB toolbox for parameter estimation of kinetic models.
Language: MATLAB - Size: 57.1 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1
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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0
mechmotum/ollie-optimization
Optimal control and parameter optimization for a maximal height ollie problem
Language: TeX - Size: 32.2 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0
JAndronis/Quantum-Targeted-Energy-Transfer
Code for the paper "Quantum Targeted Energy Transfer through Machine Learning Tools" by Iason Andronis and George Arapantonis
Language: Python - Size: 6.11 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0
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 at: about 7 hours ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
Parametric-Data-Assimilation/kse-multiparameter-learning
An AOT-based algorithm to estimate multiple unknown parameters in the Kuramoto-Saviashinski equation. Source code for the paper "Concurrent Multiparameter Learning Demonstrated on the Kuramoto-Sivashinsky Equation" by Pachev, Whitehead, and McQuarrie.
Language: Python - Size: 30.3 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
