sensitivity-analysis | Topic | Ecosyste.ms: Repos

Topic: "sensitivity-analysis"

SALib/SALib

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

Language: Python - Size: 6 MB - Last synced at: 4 days ago - Pushed at: 7 days ago - Stars: 919 - Forks: 247

kundajelab/deeplift

Public facing deeplift repo

Language: Python - Size: 10.7 MB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 852 - Forks: 168

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

Language: Python - Size: 15.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 565 - Forks: 127

LLNL/sundials

Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.

Language: C - Size: 244 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 564 - Forks: 145

jonathf/chaospy

Chaospy - Toolbox for performing uncertainty quantification.

Language: Python - Size: 54.4 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 427 - Forks: 85

SciML/SciMLSensitivity.jl

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.

Language: Julia - Size: 84.3 MB - Last synced at: about 10 hours ago - Pushed at: about 11 hours ago - Stars: 348 - Forks: 74

1202kbs/Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

Language: Jupyter Notebook - Size: 6.63 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 344 - Forks: 89

simetenn/uncertainpy

Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.

Language: Python - Size: 32.9 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 229 - Forks: 49

SciML/Sundials.jl

Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner

Language: Julia - Size: 1.46 MB - Last synced at: 5 days ago - Pushed at: 8 days ago - Stars: 209 - Forks: 79

BioSTEAMDevelopmentGroup/biosteam

The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty

Language: Python - Size: 1.42 GB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 201 - Forks: 36

fancompute/angler

Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

Language: Python - Size: 117 MB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 161 - Forks: 50

usgs/pestpp

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

Language: C++ - Size: 1.09 GB - Last synced at: about 1 hour ago - Pushed at: 18 days ago - Stars: 148 - Forks: 79

AMICI-dev/AMICI

Advanced Multilanguage Interface to CVODES and IDAS

Language: C++ - Size: 209 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 118 - Forks: 31

scottshambaugh/monaco

Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.

Language: Python - Size: 17.4 MB - Last synced at: 20 days ago - Pushed at: 2 months ago - Stars: 110 - Forks: 8

madsjulia/Mads.jl

MADS: Model Analysis & Decision Support

Language: HTML - Size: 183 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 103 - Forks: 21

n-kall/priorsense

priorsense: an R package for prior diagnostics and sensitivity

Language: R - Size: 9.77 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 60 - Forks: 9

SciML/GlobalSensitivity.jl

Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia

Language: Julia - Size: 24.1 MB - Last synced at: 4 days ago - Pushed at: 30 days ago - Stars: 57 - Forks: 22

mathLab/ATHENA

ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis

Language: Python - Size: 38.9 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 52 - Forks: 25

grinsfem/grins

Multiphysics Finite Element package built on libMesh

Language: C++ - Size: 355 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 48 - Forks: 39

cossan-working-group/OpenCossan

OpenCossan is an open and free toolbox for uncertainty quantification and management.

Language: MATLAB - Size: 16.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 45 - Forks: 16

MASTmultiphysics/mast-multiphysics

Multidisciplinary-design Adaptation and Sensitivity Toolkit (MAST) - Sensitivity-enabled multiphysics FEA for design

Language: C++ - Size: 5.82 MB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 43 - Forks: 23

dacelib/dace

Differential Algebra Computational Toolbox

Language: C - Size: 4.28 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 38 - Forks: 16

mcuntz/jams_fortran

A collection of general Fortran modules in the categories Computational, Date and Time, Input / Output, Math / Numerics, Screening, Sensitivity Analysis and Optimising / Fitting, and Miscellaneous.

Language: Fortran - Size: 41 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 35 - Forks: 6

FriesischScott/UncertaintyQuantification.jl

Uncertainty Quantification in Julia

Language: Julia - Size: 38.3 MB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 33 - Forks: 11

Serapieum-of-alex/Hapi

Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method

Language: Python - Size: 260 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 32 - Forks: 17

frankaging/BERT-LRP

On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification

Language: Jupyter Notebook - Size: 4.91 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 9

SticsRPacks/CroptimizR

Estimate Crop Models' parameters

Language: R - Size: 23.4 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 28 - Forks: 6

dscolby/CausalELM.jl

Taking causal inference to the extreme!

Language: Julia - Size: 3.17 MB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 28 - Forks: 1

vars-tool/vars-tool

VARS-TOOL sensitivity analysis package in Python

Language: Jupyter Notebook - Size: 53.2 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 7

Simulation-Decomposition/simdec-python

Sensitivity analysis using simulation decomposition

Language: Python - Size: 2.09 MB - Last synced at: 4 days ago - Pushed at: 7 months ago - Stars: 24 - Forks: 0

olekssy/evkit

A library for SEC data extraction, equity valuation, discovery of mispriced stocks

Language: Python - Size: 2 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 24 - Forks: 7

aatmdelissen/pyMOTO

Modular framework for optimization with semi-automatic derivatives

Language: Python - Size: 4.92 MB - Last synced at: 23 days ago - Pushed at: 3 months ago - Stars: 23 - Forks: 3

asemic-horizon/stanton

Greenbox: Excel-based Monte Carlo three-point sensitivity analysis

Language: Python - Size: 4.97 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 23 - Forks: 2

rballester/ttrecipes

Metamodeling, sensitivity analysis and visualization using the tensor train format

Language: Python - Size: 4.37 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 4

RenatoMaynard/Gurobi-Sensitivity-Analysis

Linear Programming model for Production Planning with full Sensitivity Analysis, including shadow prices, reduced costs, and resource bounds.

Language: Jupyter Notebook - Size: 9.77 KB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 18 - Forks: 0

PadishahIII/SecretScraper

SecretScraper is a web scraper that crawl through target websites, scrape from http response and extract secret information via regular expression.

Language: Python - Size: 559 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 18 - Forks: 0

jiweiqi/IgnSens

Efficient approach for evaluating the sensitivity of ignition delay time. Implement with Cantera/Python

Size: 527 MB - Last synced at: 20 days ago - Pushed at: about 5 years ago - Stars: 18 - Forks: 3

carloscinelli/dml.sensemakr

Sensitivity analysis tools for causal ML

Language: R - Size: 145 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 16 - Forks: 5

FilippoAiraldi/casadi-nlp

Nonlinear Progamming with CasADi

Language: Python - Size: 3.29 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 2

nekStab/nekStab

An open source toolbox based on Krylov methods for highly parallel global linear stability analysis of incompressible flow problems for Nek5000.

Language: Fortran - Size: 446 MB - Last synced at: 14 days ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 8

WRKampi/extensisq

Extend scipy.integrate with various methods for solve_ivp

Language: Python - Size: 8.35 MB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 16 - Forks: 2

DrTol/TRNSYSfromPython

Python script for automated running of the TRNSYS simulations

Language: Python - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 5

nikivanstein/GSAreport

Global Sensitivity reporting for Explainable AI

Language: Python - Size: 69 MB - Last synced at: 4 days ago - Pushed at: 6 months ago - Stars: 14 - Forks: 0

ComputationalScienceLaboratory/FATODE

A FORTRAN library for the integration of ordinary differential equations with direct and adjoint sensitivity analysis capabilities

Language: Fortran - Size: 3.62 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 2

Plant-Food-Research-Open/calisim

A toolbox for the calibration and evaluation of simulation models.

Language: Python - Size: 6.01 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 13 - Forks: 1

dhaine/episensr 📦

Basic sensitivity analysis of epidemiological results in R: Moved to codeberg.org/dhaine/episensr

Language: R - Size: 12.3 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 13 - Forks: 1

ReactionMechanismGenerator/T3

The Tandem Tool (T3) for automated chemical kinetic model development

Language: Python - Size: 15.3 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 13 - Forks: 6

basilwong/simple-sundials

SUNDIALS: For those starting to learn to use the CVODE package. Also contains examples regarding more complex development with SUNDIALS libraries.

Language: C++ - Size: 229 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 8

paternogbc/sensiPhy

R package to perform sensitivity analysis for comparative methods

Language: R - Size: 15.7 MB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 13 - Forks: 4

csdms/dakotathon

A Python API and BMI for the Dakota iterative systems analysis toolkit

Language: Python - Size: 826 KB - Last synced at: 18 days ago - Pushed at: about 5 years ago - Stars: 13 - Forks: 8

astrumai/radnet

U-Net for biomedical image segmentation

Language: Python - Size: 251 MB - Last synced at: 2 days ago - Pushed at: almost 4 years ago - Stars: 12 - Forks: 3

JBris/model-calibration-evaluation

Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference

Language: Python - Size: 4.18 MB - Last synced at: 17 days ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 1

mattmasten/regsensitivity

A Stata Package for Regression Sensitivity Analysis

Language: Stata - Size: 1.66 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 11 - Forks: 4

energyinpython/pyrepo-mcda

The Python 3 library for Multi-Criteria Decision Analysis.

Language: Python - Size: 7.87 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 11 - Forks: 7

Broundal/Pytolemaic

Toolbox for analysis of model's quality and model's description. For further details see

Language: Python - Size: 1.16 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 11 - Forks: 3

onera/Broadcast

The open-source CFD code called BROADCAST discretises the compressible Navier-Stokes equations and then extracts the linearised N-derivative operators through Algorithmic Differentiation (AD) providing a toolbox for laminar flow dynamics.

Language: Fortran - Size: 2.11 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 2

shu-hai/SA_DNN

Sensitivity Analysis of Deep Neural Networks (AAAI-19 paper)

Language: Python - Size: 14.8 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 5

madsjulia/Anasol.jl

Analytical solutions for groundwater contaminant transport

Language: Julia - Size: 98.6 KB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 9 - Forks: 4

hongyuanjia/epluspar

Conduct parametric analysis on EnergyPlus models in R

Language: R - Size: 694 KB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0

NiMlr/linear-programming

MATLAB implementations of the simplex method, dual simplex method and sensitivity analysis.

Language: MATLAB - Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 4

khairulislam/Timeseries-Explained

Interpreting Deep Learning timeseries models using Local Interpretation methods

Language: Jupyter Notebook - Size: 635 MB - Last synced at: 20 days ago - Pushed at: 2 months ago - Stars: 8 - Forks: 2

damar-wicaksono/uqtestfuns

A Python3 library of test functions from the uncertainty quantification community with a common interface for validation and benchmarking purposes.

Language: Python - Size: 2 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 8 - Forks: 1

mattmasten/tesensitivity

A Stata package for assessing sensitivity to the unconfoundedness assumption

Language: Stata - Size: 545 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 3

ogru/DGSA

An R implementation of the DGSA method

Language: R - Size: 5.56 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 7

bertcarnell/tornado

tornado plots for model sensitivity analysis

Language: R - Size: 10 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 7 - Forks: 0

apoorvalal/ivDiag

IV diagnostics package accompanying Lal, Lockhart, Xu, and Zu (2023).

Language: R - Size: 2.75 MB - Last synced at: 13 days ago - Pushed at: 10 months ago - Stars: 7 - Forks: 4

KTH-dESA/esom_gsa

snakemake workflow for performing a global sensitivity analysis of an OSeMOSYS model

Language: Jupyter Notebook - Size: 6.03 MB - Last synced at: 15 days ago - Pushed at: 12 months ago - Stars: 7 - Forks: 3

uob-positron-imaging-centre/MED

Autonomously driving equation discovery, from the micro to the macro, from laptops to supercomputers.

Language: Python - Size: 761 KB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

americocunhajr/SoBioS

SoBioS is an easy-to-run Matlab code to compute Sobol' indices for biological systems.

Language: MATLAB - Size: 14.8 MB - Last synced at: 3 days ago - Pushed at: 21 days ago - Stars: 6 - Forks: 1

ComputationalScienceLaboratory/MATLODE

A MATLAB ODE Solver and Sensitivity Analysis Toolbox

Language: HTML - Size: 28.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 4

hkalager/ML_AccountingFraud

This repository includes the scripts to replicate the results of my WORKING paper entitled "A Machine Learning Approach to Detect Accounting Frauds". You can access a copy of the manuscript at https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4117764

Language: Python - Size: 22.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3

byuflowlab/CoupledSystems.jl

Easily model and obtain analytic derivatives of arbitrarily complex coupled systems

Language: Julia - Size: 491 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 2

openalea-training/agreenium_training_2018

Language: HTML - Size: 58.5 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 4

mathworks/Sensitivity-Analysis-with-MATLAB-for-Student-Competition-Scores

This repository presents the MATLAB code for sensitivity analysis to identify the most sensitive design variable for aircraft design.

Size: 562 KB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1

nanhung/pksensi

An R package for applying global sensitivity analysis in physiologically based kinetic modeling

Language: R - Size: 2.42 MB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 5 - Forks: 3

GMPtk/RVis

Open access PBPK modelling platform

Language: C# - Size: 2.89 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 5 - Forks: 1

SCorreiaPT/LSTM_SensitivityFallDetection

MatLab scripts for performing a sensitivity analysis of LSTM networks for fall detection wearable sensors based on the SisFall dataset

Language: MATLAB - Size: 40 KB - Last synced at: 13 days ago - Pushed at: 11 months ago - Stars: 5 - Forks: 2

fusion809/simplex

Linear programme solver that uses the simplex method. Has advanced features and shows full working.

Language: JavaScript - Size: 187 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

AnGabrio/missingHE

Health economic evaluations from individual level data with missing values using a set of pre-defined Bayesian models written in BUGS. A series of parametric models are available to jointly model partially-observed effectiveness and cost outcomes under both ignorable and nonignroable missing data mechanism assumptions

Language: R - Size: 9.33 MB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 3

ViktorDomazetoski/Sensitivity-Analysis-of-Shock-Distributions

The purpose of this project is to model and quantify the changes in network linkages of the world economy using sensitivity analysis.

Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

jaspervrugt/HDMR

HDMR: High-Dimensional Model Representation in MATLAB and Python

Language: MATLAB - Size: 11.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 4

eddes/eddes.github.io

Tools in python for computation in HVAC and building physics: data interpolation, integration, solving equations, sensitivity analysis, metamodeling & parallelisation.

Language: Python - Size: 512 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

mcuntz/pyeee

A Python library providing parameter screening of computational models using the extension of Morris' method of Elementary Effects called Efficient or Sequential Elementary Effects by Cuntz, Mai et al. (Water Res Research, 2015).

Language: Python - Size: 1.94 MB - Last synced at: 17 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 1

seungjae2525/RMSTSens

Sensitivity Analysis for Difference in adjusted Restricted Mean Survival Time to Unmeasured Confounding

Language: R - Size: 225 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 2

Simulation-Decomposition/simdec-matlab

Sensitivity analysis using simulation decomposition

Language: MATLAB - Size: 5.23 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

aleksandra-kim/akula

Global sensitivity analysis that takes into account correlations and dependencies in the LCA model during uncertainty propagation with Monte Carlo approach.

Language: Python - Size: 72.9 MB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 4 - Forks: 3

moataz-sabry/Apophis.jl

Combustion Analysis Package

Language: Julia - Size: 1.79 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

pedroguarderas/KRIG

Spatial Statistic with Kriging

Language: C++ - Size: 188 KB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 3

briochemc/F1Method.jl

F-1 method

Language: Julia - Size: 502 KB - Last synced at: about 11 hours ago - Pushed at: over 3 years ago - Stars: 4 - 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: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 2