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Search results for sensitivity analysis
sensitivity-analysis
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60 search results found
Salib
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783
Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.
Deeplift
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584
Public facing deeplift repo
Emukit
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551
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
Sundials
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430
Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.
Chaospy
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384
Chaospy - Toolbox for performing uncertainty quantification.
Scimlsensitivity.jl
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291
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.
Understanding Nn
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222
Tensorflow tutorial for various Deep Neural Network visualization techniques
Sundials.jl
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200
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
Biosteam
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150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
Uncertainpy
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131
Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.
Pestpp
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115
tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis
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
Monaco
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65
Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.
Angler
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57
Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices
Grins
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46
Multiphysics Finite Element package built on libMesh
Priorsense
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44
priorsense: an R package for prior diagnostics and sensitivity
Opencossan
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43
OpenCossan is an open and free toolbox for uncertainty quantification and management.
Athena
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42
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis
Globalsensitivity.jl
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41
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
Jams_fortran
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26
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.
Mast Multiphysics
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26
Multidisciplinary-design Adaptation and Sensitivity Toolkit (MAST) - Sensitivity-enabled multiphysics FEA for design
Hapi
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23
Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method
Ttrecipes
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22
Metamodeling, sensitivity analysis and visualization using the tensor train format
Evkit
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21
A library for SEC data extraction, equity valuation, discovery of mispriced stocks
Croptimizr
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20
A package for parameter estimation, uncertainty / sensitivity analysis for crop models
Bert Lrp
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19
On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification
Stanton
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19
Greenbox: Excel-based Monte Carlo three-point sensitivity analysis
Dace
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18
Differential Algebra Computational Toolbox
Pymoto
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14
Modular framework for optimization with semi-automatic derivatives
Causalelm.jl
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14
Taking causal inference to the extreme!
Simdec Python
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13
Sensitivity analysis using simulation decomposition
Fatode
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12
A FORTRAN library for the integration of ordinary differential equations with direct and adjoint sensitivity analysis capabilities
Radnet
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12
U-Net for biomedical image segmentation
Broadcast
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11
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.
Simple Sundials
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11
SUNDIALS: For those starting to learn to use the CVODE package. Also contains examples regarding more complex development with SUNDIALS libraries.
Extensisq
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11
Extend scipy.integrate with various methods for solve_ivp
T3
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10
The Tandem Tool (T3) for automated chemical kinetic model development
Pytolemaic
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10
Toolbox for analysis of model's quality and model's description. For further details see
Sa_dnn
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10
Sensitivity Analysis of Deep Neural Networks (AAAI-19 paper)
Pyrepo Mcda
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9
The Python 3 library for Multi-Criteria Decision Analysis.
Episensr
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9
Basic sensitivity analysis of epidemiological results in R
Anasol.jl
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8
Analytical solutions for groundwater contaminant transport
Vars Tool
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8
VARS-TOOL sensitivity analysis package in Python
Tesensitivity
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8
A Stata package for assessing sensitivity to the unconfoundedness assumption
Sensiphy
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8
R package to perform sensitivity analysis for comparative methods
Dakotathon
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7
A Python API and BMI for the Dakota iterative systems analysis toolkit
Fastnlfea
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7
Fast nonlinear FEA tailored for topology optimization
Uqtestfuns
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7
A Python3 library of test functions from the uncertainty quantification community with a common interface for validation and benchmarking purposes.
Epluspar
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7
Conduct parametric analysis on EnergyPlus models in R
Ml_accountingfraud
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6
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_i
Dgsa
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6
An R implementation of the DGSA method
Sensitivity Analysis Of Shock Distributions
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5
The purpose of this project is to model and quantify the changes in network linkages of the world economy using sensitivity analysis.
Ssf2021
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5
Tutorial materials for Social Simulation Fest 2021
Med
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5
Autonomously driving equation discovery, from the micro to the macro, from laptops to supercomputers.
Pksensi
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5
An R package for applying global sensitivity analysis in physiologically based kinetic modeling
Esom_gsa
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5
snakemake workflow for performing a global sensitivity analysis of an OSeMOSYS model
Ivdiag
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5
IV diagnostics package accompanying Lal, Lockhart, Xu, and Zu (2023).
Simplex
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5
Linear programme solver that uses the simplex method. Has advanced features and shows full working.
Dml.sensemakr
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5
Sensitivity analysis tools for causal ML
1-60 of 60 search results
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