Projects in Awesome Lists tagged with data-driven-model

https://github.com/paulstarke/phasebetweener

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

animation artificial-intelligence computer-games data-driven-model motion-capture

Last synced: 07 May 2025

https://github.com/idrl-lab/idrlnet

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

data-driven-model inverse-problems machine-learning pde-solver physics-informed-neural-networks python scientific-machine-learning

Last synced: 04 Apr 2025

https://github.com/nvlabs/oscar

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

data-driven-model isaac-gym robot-control robot-learning robot-manipulation

Last synced: 30 Jan 2026

https://github.com/haozhg/odmd

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

ai ai4science applied-math control-theory data-driven-model dynamical-systems fluid-dynamics inverse-problems machine-learning-algorithms model-learning model-reduction nonlinear-dynamics online-learning online-optimization reduced-order-modeling system-identification

Last synced: 14 Jan 2026

https://github.com/haozhg/oml

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

ai ai4science applied-mathematics control-theory data-driven-model dynamical-systems inverse-problems machine-learning model-learning model-reduction online-learning online-optimization python reduced-order-models system-identification

Last synced: 17 Jan 2026

https://github.com/karrlab/de_sim

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

computational-modelling data-driven-model discrete-event-simulation object-oriented-programming python simulation

Last synced: 24 Jul 2025

https://github.com/KarrLab/de_sim

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

computational-modelling data-driven-model discrete-event-simulation object-oriented-programming python simulation

Last synced: 22 Apr 2025

https://github.com/spatialaudio/data-driven-audio-signal-processing-lecture

Supplementary materials to the lecture data driven audio signal processing

audio audio-processing audio-signal-processing data-driven-model data-driven-signal-processing deep-learning deep-neural-networks educational-resources jupyter jupyter-notebook lecture-material machine-learning masters-course open-educational-resources python3

Last synced: 25 Apr 2025

https://github.com/confidence-duku/bakaano-hydro

A distributed hydrology-guided neural network model for streamflow prediction

climate-risk data-driven-model flood-forecasting hydrology hydrology-modeling machine-learning rainfall-runoff-model river-basin-systems river-discharge streamflow

Last synced: 09 Feb 2026

https://github.com/muleina/COMMIT-NILM

COMMIT-NILM: COMputational MonItoring Tool for NILM Algorithms

algorithms cloud-computing computation data-driven-model machine-learning monitoring nilm

Last synced: 06 Apr 2025

https://github.com/ethanjameslew/koopmania

a little library to help me with things involving Koopman operators

data-driven-model dmd dynamic-mode-decomposition dynamical-systems kernel-methods koopman koopman-operators

Last synced: 16 Jun 2025

https://github.com/americocunhajr/epidwaves

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

computational-epidemiology data-driven-model epidemics epidemiology mathematical-biology statistical-analysis

Last synced: 23 Apr 2025

https://github.com/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

data-driven-model deep-learning granular-material koopman-operator koopman-operator-theory nonlinear-dynamics pytorch

Last synced: 20 Jan 2026

https://github.com/leehyeonbeen/cnn-dp

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

chaotic-systems data-driven-model differential-equations dynamics-simulation impulse-response nonlinear-dynamics nonlinear-systems surrogate-modelling surrogate-models

Last synced: 02 Apr 2025

https://github.com/anpophale/mitacs-gri-2023-research-internship

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

data-driven-model matlab microgels

Last synced: 06 Apr 2025

https://github.com/seenivasaniyappan/cit-bank-cd-calculator-automation

his project is designed to automate the testing of the Certificate of Deposit (CD) Calculator on the CIT Bank website. By leveraging Selenium WebDriver for web automation and Apache POI for Excel file manipulation, this solution simulates user input, calculates results, and compares them to expected outcomes.

data-driven-model excel java maven-plugin pom selenium-webdriver