GitHub topics: data-driven-model

Repositories

CameronBrooks11/awesome-computational-design

Awesome open source computational design tools.

Size: 435 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 2 - Forks: 1

leehyeonbeen/cNN-DP

A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives

Language: Python - Size: 10.2 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 3 - Forks: 1

confidence-duku/bakaano-hydro

A distributed hydrology-guided neural network model for streamflow prediction

Language: Python - Size: 258 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

KarrLab/de_sim

Python-based object-oriented discrete-event simulation tool for complex, data-driven modeling

Language: Python - Size: 7.81 MB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 33 - Forks: 5

KrupalsinhChavda-Automation/Selenium-WebDriver-with-Java-Advance

Data-driven Selenium Java project with POM, Jenkins CI/CD integration, and a hybrid data/keyword-driven automation framework.

Language: Roff - Size: 60.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

KrupalsinhChavda-Automation/Katalon-Studio

Katalon Studio repository containing Web, Mobile, and WebApp projects, including: Katalon-End-to-End-WebApp-Project, an e-commerce web app project built to explore web app integration and leverage Katalon Studio's features.

Language: Groovy - Size: 16.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

idrl-lab/idrlnet

IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.

Language: Python - Size: 779 KB - Last synced at: 28 days ago - Pushed at: 8 months ago - Stars: 225 - Forks: 59

paulstarke/PhaseBetweener

Creating animation sequences between sparse key frames using motion phase features.

Language: C++ - Size: 40.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 194 - Forks: 29

haller-group/SSMLearn

Data-driven reduced order modeling for nonlinear dynamical systems

Language: MATLAB - Size: 648 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 66 - Forks: 29

lyalldata/Data-Analysis-Portfolio

Data Analysis Portfolio

Language: Jupyter Notebook - Size: 1.55 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

americocunhajr/epidWaves

epidWaves is a Matlab/Python package to fit multi-wave statistical models to the complex epidemic data.

Language: MATLAB - Size: 9.82 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 2

bilalbaluch/openpilot Fork of geeth345/openpilot-research

Openpilot fork to run test vehicles at specific acceleration profiles with comma 3x for data-driven modeling purpose

Language: Python - Size: 415 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

vismaychuriwala/Physics_Informed_Neural_Networks-LLG

This repository contains the implementation of Physics-Informed Neural Networks (PINNs) to simulate the LLG equation using MLFFNNs and LSTMs

Language: Jupyter Notebook - Size: 1.15 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

spatialaudio/data-driven-audio-signal-processing-lecture

Supplementary materials to the lecture data driven audio signal processing

Language: Jupyter Notebook - Size: 51.5 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 25 - Forks: 8

project-varuna/Project-Varuna-Autonomy-Package

This repository contains the complied GUI and backend codebase to enable the full-functionalities of Project Varuna.

Language: Python - Size: 2.84 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

haozhg/odmd

AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)

Language: Python - Size: 938 KB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 20

mohsensadr/collisional_ot

Optimal Transport via Collision-Based Dynamics

Language: Jupyter Notebook - Size: 15.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

haozhg/oml

AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control

Language: Python - Size: 1.22 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 6

AnPophale/MITACS-GRI-2023-Research-Internship

Project presentation for MITACS GRI 2023 summer research internship at McMaster University, Canada

Size: 479 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

AtoosaParsa/GM-Koopman-public

A framework for data-driven modeling and analysis of granular materials in the strongly nonlinear regime using the modern Koopman theory

Language: Python - Size: 1.45 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

LehengChen/HeatModelMDFM

Modeling Heat Conduction with Two-Dissipative Variables: A Mechanism-Data Fusion Method

Language: Python - Size: 112 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

haller-group/DataDrivenLinearization

Constructing linearizing transformations for reduced-order modeling of nonlinear dynamical systems

Language: Python - Size: 17.6 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

JMoyalan/Koopman_based_data_driven_control

This approach is used to solve data-driven optimal control problems by providing a Koopman operator based convex formulation

Language: MATLAB - Size: 4.68 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

DongweiYe/ROM-with-geometry-informed-snapshots

Non-intrusive reduced-order modeling with geometry-informed snapshots. Current based registration is applied to compute the diffeomorphism between snapshots.

Language: Python - Size: 396 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 4 - Forks: 0

stmeinecke/derrom

Delay Embedded Regressive Reduced Order Model

Language: Jupyter Notebook - Size: 57.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 0

parvkhanna/MyStore-Selenium----Feb-24

"Welcome to my Java Selenium Test Automation Framework! Developed from scratch, this framework utilizes TestNG, Maven, Apache POI, and Excel Data Reader. With a robust Page Object Model implementation, it offers seamless test case management and maintenance. Experience the benefits of TestNG, including parallel execution and flexible reporting.

Language: HTML - Size: 243 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

ajinkya-joglekar/MMPK-Deployment-Results

This repository is a supplementary documentation for the Multi-Model Parameterized Koopman (MMPK) framework capturing results through software and hardware deployments

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

tomcatmew/FFAC

Fourier Feature Character Animation Controller Demo

Language: C++ - Size: 213 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

kmscse/machine-learning-algorithms

Machine Learning Algorithms used to fit the comparative data-driven models of predicting nonlinear dynamic responses.

Language: Python - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Willcox-Research-Group/ROM-OpInf-Combustion-2D

Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" by S. A. McQuarrie, C. Huang, and K. E. Willcox.

Language: Python - Size: 28 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 25 - Forks: 17

ZichaoLong/PDE-Net

PDE-Net: Learning PDEs from Data

Size: 240 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 292 - Forks: 104

RPI-WCL/pilots

PILOTS (ProgrammIng Language for spatiO-Temporal data Streaming applications)

Language: Java - Size: 17.6 MB - Last synced at: 10 months ago - Pushed at: about 5 years ago - Stars: 7 - Forks: 5

Song921012/MathEpiDeepLearningTutorial

Tutorials on math epidemiology and epidemiology informed deep learning methods

Language: Julia - Size: 57.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

wsamyono/JarvisBulldogTeamFacHackGW23

This repository is for Jarvis Bulldog Team of FacutyHack@Gateways23 with SGX3.

Language: Jupyter Notebook - Size: 5.48 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

danny-cpp/Naive_Bayes

Step-by-step construction of the Naive Bayes classification model.

Language: Jupyter Notebook - Size: 1.6 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

chesterchung1998/NUS-5311

Machine learning project which studies the complex dynamics of earthquakes through spatial-temporal data analysis.

Language: MATLAB - Size: 2.37 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

NVlabs/oscar

Data-Driven Operational Space Control for Adaptive and Robust Robot Manipulation

Language: Python - Size: 191 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 85 - Forks: 13

KHU-MASLAB/cNN-DP

A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives

Language: Python - Size: 10.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Thebrownboy/DataKick

DataKick is a data analysis project that focuses on analyzing Premier League football data. We use machine learning algorithms and statistical models to uncover insights and trends that can help teams and coaches make better decisions.

Language: Jupyter Notebook - Size: 7.62 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

tumaer/SITE

Sparse Identification of Truncation Errors (SITE) for Data-Driven Discovery of Modified Differential Equations

Language: Python - Size: 252 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 2

KHU-MASLAB/cNN-DP_deprecated

cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.

Language: Python - Size: 11.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

NVlabs/ACID

ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation

Language: Python - Size: 3.04 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 47 - Forks: 4

RomainGratier/Black-box_Optimization_via_Deep_Generative-Exploratory_Networks

Deep neural networks have garnered tremendous excitement in recent years thanks to their superior learning capacity in the presence of abundant data resources. However, collecting an exhaustive dataset covering all possible scenarios is often slow, expensive, and even impractical. The goal of this project is to devise a new learning framework that can learn from a finite dataset and noisy feedback of data properties to discover novel samples of particular interest. We will design and implement algorithms to interweave emerging deep generative modeling with classical Markov decision processes. We will evaluate our method in comparison to existing approaches through extensive experiments, including but not limited to visual semantic extrapolation and natural adversarial examples in the context of autonomous vehicles.

Language: Python - Size: 354 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

leehyeonbeen/cNN-DP_deprecated

cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.

Language: Python - Size: 11.9 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JuliaEpi/MathEpiDeepLearning

Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.

Language: JavaScript - Size: 3.19 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 19 - Forks: 6

Related Keywords

data-driven-model 56 machine-learning 16 nonlinear-dynamics 10 dynamical-systems 6 reduced-order-models 5 pytorch 5 data-science 5 inverse-problems 5 scientific-machine-learning 4 dynamics-simulation 4 impulse-response 4 surrogate-models 4 deep-learning 4 python 4 data-analysis 4 model-reduction 4 system-identification 4 mathematical-biology 4 multibody-dynamics 3 testng-framework 3 physics-informed-neural-networks 3 applied-mathematics 3 online-optimization 3 online-learning 3 model-learning 3 machine-learning-algorithms 3 surrogate-modelling 3 bayesian-inference 3 koopman-operator-theory 3 reduced-order-modeling 2 neural-networks 2 control-theory 2 animation 2 ai4science 2 ai 2 motion-planning 2 pde-solver 2 numerical-methods 2 probabilistic-machine-learning 2 neural-differential-equations 2 selenium-webdriver 2 mathematical-epidemiology 2 julia 2 statistics 2 epidemiological-models 2 java 2 pom 2 bayesian-deep-learning 2 time-series 2 koopman-operators 2 robot-learning 2 robot-manipulation 2 universal-differential-equations 2 dynamic-mode-decomposition 2 partial-differential-equations 2 exploratory-data-analysis 1 out-of-distribution 1 wgan-gp 1 covid19-data 1 time-series-analysis 1 algorithms 1 cloud-computing 1 computation 1 surrogate-modeling 1 modified-differential-equation 1 robot-control 1 preconditioning 1 isaac-gym 1 sparse-regression 1 neural-network 1 truncation-error 1 multibody-simulation 1 deformable-bodies-dynamics 1 omniverse 1 robotics 1 gans 1 tutorial 1 step-by-step-guide 1 mathematical-modelling 1 computational-biology 1 monitoring 1 merra-2 1 reanalysis 1 storm-surge 1 webmap 1 dynamic-systems 1 automate 1 automated-testing 1 automation 1 automation-data-driven 1 automation-framework 1 automation-test 1 cypress 1 cypress-automation 1 cypress-io 1 cypress-tests 1 data-driven 1 data-driven-automation 1 data-driven-design 1 data-driven-testing 1