Sobol quasi random sample generator
Sobol sequences for Scala and Javascript
A starter app designed for integrations with Sobol.
A SDK for writing Sobol apps.
Ratchet miscellaneous tooling that requires smallish dependant libraries
A JavaScript client library exposing Sobol's RESTful API.
D3 library for quantitative analytics
An easier to use front end js library based off objects.
test cli
Create React App Configuration Override, an easy and comprehensible configuration layer for create-react-app forked to support Jest 27.
A framework for quickly building interactive online experiments using Typescript, React, and TailwindCSS. Comes with a template project that has all batteries included (build tools, docker deployment setup, node server for upload etc.) The project is very
Yet Another Flow Framework
A collection of math functions and packages written in Typescript
A Sobol sequence generator for Rust
A Sobol sequence generator for Rust
A seedable Owen-scrambled Sobol sequence.
Global sensitivity analysis in Rust. Variance-based (Sobol'), Morris, FAST/eFAST/RBD-FAST, Borgonovo δ, PAWN, DGSM, regression (SRC/SRRC/PCC/PRCC), PCE surrogate, Shapley effects, and more. Implemented from the primary literature.
OxiCUDA Rand - GPU-accelerated random number generation (cuRAND equivalent)
Analytic test functions (Ishigami, Sobol' G, Morris) with closed-form sensitivity indices for validation and benchmarking.
A lightweight, no_std-friendly random number generator backed by Xoshiro256++ with optional Mersenne Twister support.
Surrogate models for sensitivity analysis: Polynomial Chaos Expansion (PCE) with sparse LARS, analytic Sobol' indices, and active subspaces.
Global sensitivity analysis estimators: variance-based Sobol' (Saltelli2010/Jansen/Janon/Owen), Morris, FAST/eFAST/RBD-FAST, Borgonovo δ, PAWN, DGSM, regression (SRC/SRRC/PCC/PRCC), HDMR, and more.
Sampling designs for global sensitivity analysis: LHS, Sobol' QMC, Halton, Saltelli (A, B, A_Bi), Morris trajectories, FAST/eFAST/RBD-FAST.
Bayesian and population-based optimization library with an Optuna-like API for hyperparameter tuning and black-box optimization
High-performance SIMD backend for SC-NeuroCore stochastic neuromorphic computing
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