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› Keywords #simulation #optimization #random-sampling #monte-carlo-simulations

#stochastic

  1. rebop

    A fast stochastic simulator for chemical reaction networks

    v0.9.6 270 #scientific-computing #systems-biology #stochastic #gillespie-algorithm

  2. mutare

    simulate and analyze a stochastic agent-based model of adaptation in uncertain environments

    v0.10.0 #agent-based-modeling #stochastic #environment #simulation #observable #adaptation #uncertain #phenotype #standard-deviation #transition

  3. digifi

    General purpose financial library and framework for financial modelling, portfolio optimization, and asset pricing

    v3.0.5 #investment-portfolio #stochastic #pricing

  4. jeans

    Genetic algorithms

    v0.1.5 #genetic-algorithm #stochastic #optimization

  5. sim

    discrete event simulation package that facilitates Rust- and npm-based simulation products and projects

    v0.13.1 1.1K #discrete-event-simulation #simulation-modeling #stochastic

  6. powers-rs

    Stochastic Dual Dynamic Programming (SDDP) algorithm in pure Rust, for the hydrothermal dispatch problem

    v0.2.0 150 #sddp #hydrothermal #stochastic #linear-optimization #linear

  7. stochy

    A numeric library of stochastic approximation algorithms

    v0.0.3 140 #stochastic #spsa #rspsa #optimization #solver

  8. sosa

    Stochastic simulation algorithm (SSA) with a Monte-Carlo generating method

    v3.0.5 #simulation #monte-carlo-simulations #ssa #stochastic #generator #simulation-system #single-cell

  9. quokkasim

    A Rust-based Discrete Event Simulation (DES) framework, which simplifies simulation for beginners, and provides excellent utilities for experienced modellers

    v0.3.0-alpha.7 #discrete-events #logistics #digital-twin #stochastic

  10. stochasta

    stochastic analysis library

    v0.8.3 1.0K #stochastic #probability

  11. stochastic_universal_sampling

    The stochastic universal sampling algorithm for the rand crate

    v1.1.1 190 #random-sampling #stochastic #random

  12. multistochgrad

    Stochastic Gradient, Multithreaded

    v0.1.5 #optimization #stochastic #algorithm

  13. opensrdk-probability

    Standard probability library for OpenSRDK toolchain

    v0.8.9 120 #probability-distribution #stochastic #random-sampling #random

  14. sde-sim-rs

    Powerful and flexible stochastic differential equation (quasi) Monte-Carlo simulation library written in Rust with Python bindings

    v0.2.0 #monte-carlo-simulations #stochastic #simulation #monte-carlo #sde #rqmc

  15. numcodecs-stochastic-rounding

    Stochastic rounding codec implementation for the numcodecs API

    v0.2.0 #numcodecs #stochastic #compression

  16. frostfire

    A modular, mathematically rigorous, performant, reusable simulated annealing optimization engine

    v0.1.2 #simulated-annealing #metaheuristics #stochastic

  17. spsa

    Simultaneous perturbation stochastic approximation

    v0.2.1 #stochastic #optimization

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  18. basic_stochastics

    A small collection of utilities to make performing basic stochastic calculations more convenient

    v0.1.3 #stochastic #math #calculate #variance #empiric

  19. snail_nn

    small neural network libary, running on the cpu with parallelized stochastic gradient descent

    v0.1.0 #neural-network #gradient-descent #libary #snail #stochastic #tanh #relu #artificial-intelligence #cargo-run

  20. stochastic

    The package provides means of simulating stochastic processes

    v0.5.2 #process #simulating

  21. stochastics

    Implementations open-sourced by https://stochastics.ai

    v0.1.0 #stochastic #artificial-intelligence #open-sourced

  22. datasketches-sys

    The Apache DataSketches Library bindings for Rust

    v0.1.2 #sketch #stochastic #streaming

  23. crn

    Stochastic and deterministic simulation of chemical reaction networks

    v0.1.2 #reaction #stochastic #chemistry #simulation #deterministic #string-parser #molecule

  24. stochastic-data-structures

    Various stochastic datastructures implemented

    v0.1.0 #stochastic #data-structures #random-sampling

  25. stochastic-processes

    Stochastic processes simulation toolkit

    v0.1.2 #math #simulation #stochastic

  26. mathol

    Math library in Rust

    v0.1.1 #vector #math #statistics #matrice #stochastic

  27. mkv_chain

    A Stochastic Oriented Markov Chain Crate

    v0.3.1 #markov-chain #statistics #stochastic #probability

  28. sim_derive

    Sim Derive is a macro library, which supports the Sim discrete event simulation package

    v0.13.0 #discrete-event-simulation #stochastic #modeling #simulation

  29. stochos

    building fast, composable simulations and experiments grounded in stochastic processes, probabilistic models, and algorithmic randomness

    v0.0.1 #statistics #randomness #simulation #stochastic

  30. rusde

    On hold for upcoming project with stochastic differential equations

    v0.0.1 #differential-equations #stochastic #sde #noise #hold #increase