Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: stochastic-processes

runifsubset/simdiffproc

Monte-Carlo Simulations and Analysis of Stochastic Differential Equations

Language: R - Size: 5.41 MB - Last synced: 5 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

gavinconran/ArtNet

An Art Image Classifier fine-tuned from pre-trained Convolutional Neural Networks

Language: Java - Size: 438 MB - Last synced: 2 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

owczr/procesy-stochastyczne

Projects for Stochastic Processes course

Language: Jupyter Notebook - Size: 13.9 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

shanks847/EV-Grid-Integration-Study

A Probabalistic Model is developed to simulate EV Charging in a local LV Distribution Grid utilizing real base load profiles from the area. The load profiles are obtained by time series clustering and barycenter averaging.

Language: Jupyter Notebook - Size: 322 MB - Last synced: 5 months ago - Pushed: 11 months ago - Stars: 3 - Forks: 0

snigdhab7/RegressionAlchemy

Explore Linear Regression with Gradient Descent, Stochastic Gradient Descent, and Ridge Regression. Uncover algorithmic insights in data modeling. πŸ“ŠπŸŽΆπŸš€

Language: Python - Size: 3.53 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

NikosNikolopoulos/StochasticProcesses

Some interesting applications of Stochastic Processes using Jupyter Notebooks for descriptive and instructive illustrations.

Language: Jupyter Notebook - Size: 3 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

4e1e0603/s01

Simulations of various types of random walks.

Language: Jupyter Notebook - Size: 3.22 MB - Last synced: 6 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 1

lillux/gillespie_ssa

Implementation of Gillespie Stochastic Simulation Algorithm

Language: Jupyter Notebook - Size: 495 KB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

mauricelanghinrichs/memocell

Bayesian inference of stochastic cellular processes with and without memory in Python.

Language: Python - Size: 55.4 MB - Last synced: 9 days ago - Pushed: 6 months ago - Stars: 1 - Forks: 1

programmingAthlete/stochastic_quantum_dot

stochastic thermodynamic evolution of out-of-equilibrium quantum dots

Language: Python - Size: 2.01 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 2 - Forks: 3

dancixx/stochastic-js

This project try to bring closer the stochastic calculus and Typescript.

Language: TypeScript - Size: 293 KB - Last synced: 21 days ago - Pushed: 11 months ago - Stars: 5 - Forks: 0

xalhs/Random-Walks

Simulation of simple and self-avoiding random walks in python.

Language: Python - Size: 8.97 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

YannDubs/Neural-Process-Family

Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.

Language: Jupyter Notebook - Size: 2.36 GB - Last synced: 7 months ago - Pushed: 11 months ago - Stars: 178 - Forks: 34

calinanca99/stochastic-stuff

As the name suggests, all kind of things related to probability theory.

Language: Jupyter Notebook - Size: 325 KB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

MajidAkh/KalmanFilter

A kalman filter for calculating a trajectory with stochastic noise (from scratch) using tech as, Python, CMake, pybind11, C++.

Language: Python - Size: 44.8 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

FHoltorf/MarkovBounds.jl

A Julia package for the computation of hard, theoretically guaranteed bounds on the moments of jump-diffusion processes with polynomial data

Language: Julia - Size: 8.06 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 14 - Forks: 0

SciML/DiffEqNoiseProcess.jl

A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)

Language: Julia - Size: 1.68 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 61 - Forks: 31

rosewang2008/language_modeling_via_stochastic_processes

Language modeling via stochastic processes. Oral @ ICLR 2022.

Language: Python - Size: 144 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 123 - Forks: 11

MunskyGroup/SSIT

Stochastic System Identification Toolkit (SSIT) to model, analyze and design single-cell experiments

Language: MATLAB - Size: 209 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 8

kasrafallah/stochastic_process

In the second semester of 2021 - 2022, I took the course "Stochastic Process", which included programming exercises and projects in MATLAB language in the above files and you can see.

Language: MATLAB - Size: 5.64 MB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

wcota/dynSIS-networkx

Networkx implementation of the SIS epidemic model for large and heterogeneous networks

Language: Python - Size: 28.3 KB - Last synced: 7 months ago - Pushed: 10 months ago - Stars: 14 - Forks: 4

narroyo1/sffnn

A generic approach for training probabilistic machine learning models

Language: Python - Size: 51.9 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 8 - Forks: 0

inespancorbo/Statistical-Computing

Mainly Non-Theory (Coding) Homework; Mainly Python

Language: Jupyter Notebook - Size: 23 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 1

Javihaus/ConditionalNeuralProcess

Conditional Neural Process

Language: Jupyter Notebook - Size: 4.16 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1

Gdemaude/Gillespie

Numba accelerated implementation of Gillespie's algorithm for simulating stochastic processes

Language: Python - Size: 108 KB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

williamjsdavis/ItoGaussPlot

A measure of the variability of linear trends in a time-series observation, as a function of windowing length

Language: R - Size: 120 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

kpctoolboxteam/kpc-toolbox

KPC-Toolbox: MATLAB toolbox to fit Markovian Arrival Processes

Language: MATLAB - Size: 40.3 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 8 - Forks: 4

thesfinox/stochastic-signal-detection

Code implementation of arXiv:2310.07499

Language: Jupyter Notebook - Size: 47.9 MB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 1 - Forks: 0

sebastian9991/walkSAT

A view of a stochastic algorithm on the satisfiability problem, when increasing the number of conjunctions and statements

Language: Java - Size: 17 MB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

NicholasDominic/Stochastic-VIF-ID-Rice-SNPs

By leveraging ensemble learning, this program can be used to analyze the Linkage Disequilibrium between SNPs in each Indonesian rice chromosomes. Developed using Python 3.9.12.

Language: Jupyter Notebook - Size: 2.71 MB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

iaciac/interacting-discovery-processes-on-complex-networks

Code associated to the paper "Interacting discovery processes on complex networks" PRL (2020)

Language: Jupyter Notebook - Size: 4.14 MB - Last synced: 8 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

RePlasma/s11128-019-2272-z

Implementing quantum stochastic differential equations on a quantum computer

Language: Jupyter Notebook - Size: 1.54 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

kingaa/clim-dis

Materials for ICTP Workshop on Mathematical Models of Climate Variability, Environmental Change and Infectious Diseases

Language: HTML - Size: 460 MB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 1

QuantitativeEcologyLab/hr-resource-stoch

This repository contains work for Stefano's first thesis chapter, which estimates how mean resources and the variace around them affect animals' spatial needs.

Language: TeX - Size: 605 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

alex21347/Animal_foraging_model

Modelling the movements of foraging animals as a Levy Flight (Stochastic Process) trained via an evolutionary algorithm

Language: Python - Size: 566 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 2

Mariam-Wagdy/Analysis-of-Stochastic-Processes-

Language: MATLAB - Size: 1.38 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

RakambdaOrg/DI5---QueueCalculator πŸ“¦

Simulates a MMS or MM1K queue and give informations about it

Language: Java - Size: 8.16 MB - Last synced: 24 days ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

Mikma03/Advanced_Trading

This repository offers a curated collection of research papers and code examples covering advanced trading strategies and financial engineering, including quantitative and algorithmic trading. It serves as a comprehensive resource for industry professionals and enthusiasts alike, helping them stay ahead of the curve in this rapidly-evolving field.

Language: Python - Size: 13.6 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 8 - Forks: 7

ThoranTschoepe/FinancialMathmaticsNotebooks

Financial Mathmatics Concepts with theory & visualizations

Language: Jupyter Notebook - Size: 4.38 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

damaf/MCNH-AR

The NHMC-AR model is a Non-Homogeneous Markov Chain AutoRegressive model. It is designed to perform context-sensitive forecasting in time series that are associated with event sequences.

Language: Python - Size: 4.22 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

simsurace/FeedbackParticleFilters.jl

A Julia package that provides (feedback) particle filters for nonlinear stochastic filtering and data assimilation problems

Language: Julia - Size: 7.07 MB - Last synced: 3 days ago - Pushed: about 1 year ago - Stars: 12 - Forks: 2

MeetThePatel/stochastic-processes

Stochastic processes simulation toolkit.

Language: Rust - Size: 13.7 KB - Last synced: 16 days ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

numpde/sode2nd

Code for "Numerical methods for the 2nd moment of stochastic ODEs" (https://arxiv.org/abs/1611.02164)

Language: Matlab - Size: 41 KB - Last synced: about 1 month ago - Pushed: over 7 years ago - Stars: 1 - Forks: 0

DanielSank/vankampen-stochastic

Exercises and notes for N.G. Van Kampen's Stochastic Processes in Physics and Chemistry

Language: TeX - Size: 33.2 KB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 27 - Forks: 14

BaptisteZloch/Portfolio-construction-and-optimization

Repository that gather all my experiments on building portfolios and optimizing it. Later I will mix this with me other trading strategies.

Language: Jupyter Notebook - Size: 14.6 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

ppravatto/Smoluchowski-Rotor-Chain

Smoluchowski-Rotor-Chain is a simple C++ program devoted to the diffusive simulation of a chain of hydrodynamically independent 2D rotors interacting with a nearest-neighbour potential. The software solves the Symmetrized Fokker-Planck-Smoluchowski eigenvalue problem by expansion over a basis set.

Language: C++ - Size: 65.4 KB - Last synced: 9 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

locuoco/stochastic-chemical-kinetics

Stochastic chemical kinetics using Gillespie algorithm and chemical master equation, application to enzyme kinetics

Language: C++ - Size: 4.7 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

jasonharris438/stochastic-models

C++ implementation of statistics tools for stochastic models.

Language: C++ - Size: 21.5 KB - Last synced: 9 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 1

horchler/SDETools

Matlab Toolbox for the Numerical Solution of Stochastic Differential Equations

Language: MATLAB - Size: 255 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 89 - Forks: 34

wmg9721204/My-Notes

Notes prepared for seminars, compiled from books, or taken in classes are included in this repository. There might be some notes prepared by other seminar participants, which are labelled accordingly.

Language: Jupyter Notebook - Size: 280 MB - Last synced: 9 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 2

Cyd0n1a/post--deconv-checkerboard Fork of distillpub/post--deconv-checkerboard

Deconvolution and Common Checkerboard Artifact Issues

Language: JavaScript - Size: 14.2 MB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 0

Jurian/ProcessSimulator

Simulate systems of differential equations as stochastic processes

Language: Java - Size: 10.7 KB - Last synced: 10 months ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

wcota/dynSIS-py

Implementation of SIS epidemic model for large and heterogeneous networks

Language: Python - Size: 32.2 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 4

wcota/dynSIS-GA

Implementation of SIS epidemic model with a Gillespie Algorithm - NOT optimized

Language: Fortran - Size: 28.3 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 1

ECheynet/Gaussian_to_nonGaussian

A non-Gaussian distribution is generated from a Gaussian-distributed white noise

Language: MATLAB - Size: 34.2 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

kevinbird61/stochastic-calculus-and-probability-model

Record the learning materials of the course - "STOCHASTIC ANALYSIS OF COMPUTER NETWORKS" in National Cheng Kung University.

Language: C++ - Size: 4.22 MB - Last synced: 2 months ago - Pushed: almost 6 years ago - Stars: 16 - Forks: 3

BaptisteZloch/Financial-mathematics-and-derivatives

This repository holds my journey thought derivatives, pricing, maths and volatility associated.

Language: Jupyter Notebook - Size: 1.86 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

omadson/PhD

all codes of my PhD.

Language: JavaScript - Size: 334 MB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0

holmen1/economic-scenario-generator

From A to Z

Language: Python - Size: 3.01 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 1

zelenkastiot/ou_subordinator

Python simulations for CTRWs Ornstein-Uhlenbeck process with different stability index

Language: Python - Size: 1.29 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

ravijay301/MarkovChainCalculator

CLI Finite State Space Markov Chain Calculator

Language: Python - Size: 81.1 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

RePlasma/PhysRevE.97.043209

From quantum to classical modeling of radiation reaction: A focus on stochasticity effects

Language: Jupyter Notebook - Size: 12.8 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

s06a/quantitative-methods-playground

quantitative methods such as portfolio optimization, stochastic processes, and forecasting time series

Language: Jupyter Notebook - Size: 2.93 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

SergioPachonDotor/ToyMaker

Language: Python - Size: 217 KB - Last synced: 3 days ago - Pushed: 11 months ago - Stars: 2 - Forks: 0

brunorrboaretto/chaos_detection_ANN

Neural network that has been trained to detect temporal correlation and distinguish chaotic from stochastic signals

Language: Python - Size: 6.11 MB - Last synced: 11 months ago - Pushed: about 3 years ago - Stars: 5 - Forks: 2

zahraDehghanian97/AI_booklet_CE-AUT

Booklet and exam of Artificial Intelligence Master Degree at Amirkabir University of technology.

Language: Jupyter Notebook - Size: 126 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 20 - Forks: 3

vidushiMaheshwari/Financial-Modeling

Analyzing and Simulating Financial phenomena for pricing securities

Language: Jupyter Notebook - Size: 500 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

peiman-m/ACQNP

Adaptive Conditional Quantile Neural Processes - PyTorch

Language: Jupyter Notebook - Size: 3 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

LABO-M/hawkes-process

γƒ›γƒΌγ‚―γ‚ΉιŽη¨‹ι–’ι€£

Language: Jupyter Notebook - Size: 561 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

hinofafa/DeepPDELearner

This repository introduces Partial Differential Equation Solver using neural network that can learn resolution-invariant solution operators on Navier-Stokes equation. Solving PDE is the core subject of numerical simulation and is widely used in science and engineering, from molecular dynamics to flight simulation, and even weather forecasting.

Language: Jupyter Notebook - Size: 8.6 MB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 6 - Forks: 2

damaf/PHMC-MLAR

Partially Hidden Markov Chain Multivariate Linear AutoRegressive model

Language: Python - Size: 141 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 1

Henriquelay/markov-chain-tennis πŸ“¦

πŸ“ Markov Chain analisys on Tennis games simulations. For Stochastic Processes, 2021/2 UFES.

Language: Jupyter Notebook - Size: 156 KB - Last synced: 23 days ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

WictorDalbosco/Stochastic-Processes

Repo for misc activities performed during the 7 semester of Computer Science Undergrad

Size: 0 Bytes - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

VincentGranville/Stochastic-Processes

My book: Gentle Introduction to Chaotic Dynamical Systems. Includes stochastic dynamical systems and statistical properties of numeration systems in any dimension.

Language: Python - Size: 39.1 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 14 - Forks: 6

ocramz/sde

Numerical experiments with stochastic differential equations

Language: Haskell - Size: 535 KB - Last synced: 23 days ago - Pushed: over 5 years ago - Stars: 18 - Forks: 4

dmarienko/QuantTradingResearch

Different quantitative trading models research

Language: Jupyter Notebook - Size: 10 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 28 - Forks: 11

ebrahimpichka/bank-queue-system

Discrete event simulation of a multi-branch banking queue system consisted of a single queue and multiple service counters in python

Language: Python - Size: 6.84 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 1

wcota/dynSIS

Implementation of SIS epidemic model for large and heterogeneous networks.

Language: Fortran - Size: 1.46 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 7 - Forks: 2

ppravatto/Binary-VQE

A simple implementation of a Variational Quantum Eigensolver routine with binary mapping based on Qiskit

Language: Python - Size: 206 KB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

thaisaraujom/artificial_intelligence

Projects of the undergraduate course about Artificial Intelligence [DCA0200]

Language: Jupyter Notebook - Size: 23.9 MB - Last synced: 3 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

gauenk/smjp

Python code for posterior sampling of a semi-Markov Jump Process

Language: Python - Size: 123 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

mrtkp9993/yanl

Yet Another Numeric Library

Language: Jupyter Notebook - Size: 85 KB - Last synced: 23 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

ManuelaCarriero/PyExTra

Implementation of algorithms for simulating gene expression and translation in order to investigate about NF-kB model in colon cancer cells.

Language: TeX - Size: 19.7 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

VictorSeven/IsingModel

A classic implementation in C++ of the famous 2D Ising Model.

Language: Jupyter Notebook - Size: 1.92 MB - Last synced: about 1 year ago - Pushed: about 7 years ago - Stars: 18 - Forks: 5

bnurbekov/AI_Agents_For_Rock_Paper_Scissors

This project was completed on October 15, 2015. It's a software package that consists of a set of AI agents for RPSLW (a stochastic game). One of the agents was implemented, so that it could learn how to play against different types of players on its own using Reinforcement Learning (specifically, using model-free type of RL - Q learning). To learn more, view the readme.

Language: Python - Size: 38.1 KB - Last synced: 9 months ago - Pushed: almost 7 years ago - Stars: 1 - Forks: 0

ebrahimpichka/production-line-workflow

Simulation of the workflow of a production line facility consisted of three assembly and processing machines

Language: Python - Size: 6.84 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

tingiskhan/stoch-proc

Stochastic processes in pytorch and pyro

Language: Python - Size: 2.67 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 1

jieqian2/Numerical-Methods-in-Finance

This file includes the code I've written for the course Numerical Method in finance, Stochastic Calculus in Spring 2020.

Language: Jupyter Notebook - Size: 3.4 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 6 - Forks: 5

JackHunt/GP-LVM

Implementation of the Gaussian Process Latent Variable Model.

Language: Python - Size: 80.1 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 12 - Forks: 1

simsurace/StochasticFilters.jl

A Julia package that provides high-level abstractions for simulating and deploying stochastic filters

Language: Julia - Size: 21.5 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

stxupengyu/Stochastic-Process-Ross-2nd-edition

Here is the exercise solution of stochastic process Ross 2nd Edition collected by the author. The answers are from the stochastic process courses of Umich, Columbia University and BJTU respectively. Due to the different assignments assigned by each teacher, the answers provided by each university are not complete, for your comprehensive reference.

Size: 2.14 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 9 - Forks: 1

jaryaman/Van_Kampen_System_Size_Expansion

A proof of Van Kampen's system size expansion

Language: TeX - Size: 586 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ArnaudMi/Minondo-Master-of-Analytics-UC-Berkeley

Config files for my GitHub profile.

Language: Jupyter Notebook - Size: 30.7 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

zgbkdlm/dissertation

Zheng Zhao's doctoral dissertation from Aalto University

Language: TeX - Size: 6.22 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 23 - Forks: 1

andre-fuchs-uni-oldenburg/OPEN_FPE_IFT

We present a user-friendly open-source Matlab package for stochastic data analysis that enables to perform a standard analysis of given turbulent data and extracts the stochastic equations describing the scale-dependent cascade process in turbulent flows through Fokker-Planck equations and concepts of non-equilibrium stochastic thermodynamics.

Language: MATLAB - Size: 56.5 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 17 - Forks: 2

dlarsen5/VolatilityDecomposition

Volatility Decomposition of Asset Price Time Series

Language: Python - Size: 1.09 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 8 - Forks: 7

VictorSeven/SurfaceGrowth

Simulations about various surface growth models

Language: Jupyter Notebook - Size: 1.21 MB - Last synced: about 1 year ago - Pushed: about 7 years ago - Stars: 1 - Forks: 3

divyekalra1/ASP_Project

Applied Stochastic Processes course project

Language: MATLAB - Size: 5.86 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

alisiahkoohi/kl-expansion

Karhunen-Loève expansion for approximation in functions spaces

Language: Python - Size: 625 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

uslumt/Battery_SoC_Estimation

Battery State Of Charge(SoC) Estimation Using Stochastic Methods & Machine Learning.

Language: Jupyter Notebook - Size: 17.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 7 - Forks: 3

Related Keywords
stochastic-processes 311 python 39 markov-chain 32 machine-learning 30 simulation 29 stochastic-differential-equations 29 statistics 19 probability 19 gaussian-processes 17 monte-carlo-simulation 17 random-walk 17 brownian-motion 15 quantitative-finance 14 monte-carlo 13 differential-equations 13 dynamical-systems 13 stochastic-simulation-algorithm 12 deep-learning 11 matlab 11 r 10 mathematics 10 option-pricing 10 gillespie-algorithm 10 optimization 10 bayesian-inference 10 julia 9 sde 9 finance 9 pytorch 8 time-series 8 stochastic 8 poisson-process 8 heston-model 8 markovian-processes 7 wiener-process 7 black-scholes 7 kalman-filter 7 markov-model 7 artificial-intelligence 6 complex-networks 6 probability-theory 6 modeling 6 queueing-theory 6 markov-chain-monte-carlo 6 time-series-analysis 5 stochastic-optimization 5 random 5 machine-learning-algorithms 5 stochastic-simulation 5 markov-decision-processes 5 neural-networks 5 stochastic-volatility-models 5 networkx 5 mathematical-modelling 5 financial-engineering 4 volatility-modeling 4 trading 4 neural-processes 4 risk-management 4 european-options 4 regression 4 markovian-epidemic-processes 4 algorithmic-trading 4 epidemics 4 epidemiology 4 computational-physics 4 random-variables 4 math 4 probabilistic-models 4 statistical-inference 4 numpy 4 data-science 4 hidden-markov-model 4 numerical-methods 4 data-visualization 4 prediction 3 karhunen-loeve 3 derivatives-pricing 3 reinforcement-learning 3 art 3 statistical-physics 3 sciml 3 statistical-analysis 3 scientific-machine-learning 3 markov 3 monte-carlo-methods 3 markov-chains 3 portfolio-optimization 3 copulas 3 estimation 3 discrete-event-simulation 3 pandas 3 diffusion-models 3 rust 3 diffusion 3 simulations 3 complex-systems 3 stock-market 3 tensorflow 3 simulator 3