Search Results - RepositoryStats

231

847

mit

18

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

joss numpy salib sobol morris python uncertainty sensitivity-analysis uncertainty-quantification global-sensitivity-analysis sensitivity-analysis-library

Created 2013-05-30

1,950 commits to main branch, last one 2 months ago

deeplift kundajelab

162

805

mit

37

Public facing deeplift repo

deeplift saliency-map interpretability integrated-gradients sensitivity-analysis guided-backpropagation interpretable-deep-learning

Created 2016-06-01

553 commits to master branch, last one 2 years ago

emukit EmuKit

127

576

apache-2.0

17

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

python emulation multi-fidelity decision-making machine-learning bayesian-quadrature experimental-design sensitivity-analysis bayesian-optimization uncertainty-quantification

Created 2018-09-04

385 commits to main branch, last one about a month ago

sundials LLNL

118

479

bsd-3-clause

35

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

hpc solver radiuss dae-solver ode-solver math-physics time-integration parallel-computing scientific-computing sensitivity-analysis nonlinear-equation-solver high-performance-computing

Created 2017-10-05

6,845 commits to main branch, last one 2 days ago

chaospy jonathf

86

432

mit

24

Chaospy - Toolbox for performing uncertainty quantification.

sparse-grids variance-reduction gaussian-quadrature sensitivity-analysis uncertainty-quantification

Created 2014-08-11

660 commits to master branch, last one about a month ago

SciMLSensitivity.jl SciML

69

320

other

19

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, S...

dae dde ode sde sciml adjoint neural-ode neural-sde hacktoberfest backpropogation sensitivity-analysis differentialequations differential-equations scientific-machine-learning

Created 2016-11-02

3,221 commits to master branch, last one a day ago

uncertainpy simetenn

49

218

gpl-3.0

15

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

python neuroscience sensitivity-analysis computational-modeling uncertainty-quantification

Created 2015-04-23

1,747 commits to master branch, last one 3 years ago

Sundials.jl SciML

78

205

bsd-2-clause

11

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

Created 2013-03-12

1,025 commits to master branch, last one about a month ago

biosteam BioSTEAMDevelopmentGroup

33

172

other

15

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

pump flash reactor bioprocess centrifuge biorefinery monte-carlo distillation fermentation heat-exchanger thermodynamics unit-operation process-simulation biochemical-process chemical-engineering sensitivity-analysis life-cycle-assessment techno-economic-analysis

Created 2019-01-08

2,512 commits to master branch, last one a day ago

pestpp usgs

68

125

unknown

22

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

ensembles optimization non-intrusive ensemble-methods optimization-tools parallel-computing parameter-estimation sensitivity-analysis uncertainty-quantification global-sensitivity-analysis

Created 2019-03-07

2,396 commits to master branch, last one 19 days ago

AMICI AMICI-dev

30

107

other

12

Advanced Multilanguage Interface to CVODES and IDAS

Created 2015-10-05

3,901 commits to master branch, last one 12 days ago

Mads.jl madsjulia

20

101

gpl-3.0

17

MADS: Model Analysis & Decision Support

inversion calibration data-analytics model-analysis decision-making model-reduction decision-support machine-learning matrix-factorization parameter-estimation sensitivity-analysis blind-source-separation high-performance-computing uncertainty-quantification

Created 2016-01-26

2,727 commits to master branch, last one 3 days ago

monaco scottshambaugh

6

91

mit

5

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

monaco python simulation statistics monte-carlo data-science scientific-computing sensitivity-analysis uncertainty-analysis uncertainty-quantification

Created 2020-03-22

576 commits to main branch, last one 3 days ago

ATHENA mathLab

24

50

mit

10

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

python active-subspaces machine-learning sensitivity-analysis model-order-reduction local-active-subspaces kernel-active-subspaces parameter-space-reduction nonlinear-level-set-learning

Created 2019-12-05

331 commits to master branch, last one about a year ago

GlobalSensitivity.jl SciML

21

49

mit

6

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

gsa ode efast julia sciml julialang sobol-method morris-method julia-language sensitivity-analysis differential-equations global-sensitivity-analysis scientific-machine-learning ordinary-differential-equations

Created 2020-11-10

423 commits to master branch, last one about a month ago