This repository contains lecture notes and codes for the course "Computational Methods for Data Science"
☆55Mar 18, 2021Updated 5 years ago
Alternatives and similar repositories for Data-Science-Methods
Users that are interested in Data-Science-Methods are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Jupyter notebooks used in the course Numerical Analysis (MAST 334 and MATH 354) at Concordia University☆16Nov 28, 2023Updated 2 years ago
- This repository is for our paper: "The Experimental Multi-Arm Pendulum on a Cart: A Benchmark System for Chaos, Learning, and Control." I…☆20Aug 8, 2023Updated 2 years ago
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆168Oct 28, 2025Updated 7 months ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆20Sep 14, 2022Updated 3 years ago
- A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.☆22Dec 22, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Slides for my presentations at the OpenFOAM Workshop 2020☆10Mar 26, 2022Updated 4 years ago
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆26Jan 9, 2025Updated last year
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆47Jul 25, 2024Updated last year
- Model-Order Reduction Framework for Nek5000☆16Apr 10, 2026Updated last month
- the proper orthogonal decomposition(POD) and dynamic mode decomposition(DMD) methods☆18Jul 24, 2019Updated 6 years ago
- ☆29Jul 8, 2024Updated last year
- Dynamical systems modeling in Julia with 🐜 & 🐟☆35Sep 14, 2022Updated 3 years ago
- Repository for project codes related to turbulence modelling.☆17Sep 30, 2024Updated last year
- POD-PINN code and manuscript☆60Nov 10, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Package for CGD and ACGD optimizers☆20Aug 11, 2022Updated 3 years ago
- Tutorial for the course Nonlinear Dynamical Systems - Part 3☆11Oct 29, 2025Updated 7 months ago
- ☆12Jan 29, 2025Updated last year
- A short introduction to modern Fortran☆13Feb 28, 2024Updated 2 years ago
- Examples from Intel Fortran coarray tutorial☆14May 24, 2021Updated 5 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Jun 25, 2020Updated 5 years ago
- Deep learning framework for model reduction of dynamical systems☆21Dec 31, 2020Updated 5 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Feb 24, 2022Updated 4 years ago
- Dynamic mode decomposition with dependent structure among observables (Graph DMD)☆13Dec 17, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆44Feb 1, 2018Updated 8 years ago
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆24Feb 11, 2020Updated 6 years ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Jan 6, 2021Updated 5 years ago
- ☆13Mar 11, 2025Updated last year
- Computing the discrete spectrum of the Koopman operator using Dynamic Mode Decomposition☆10Apr 4, 2020Updated 6 years ago
- Bayesian Dynamic Mode Decomposition (Bayesian DMD)☆19Jan 7, 2022Updated 4 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆63Jan 9, 2025Updated last year
- Reduced order modeling with shallow recurrent decoder networks☆25Jan 20, 2026Updated 4 months ago
- ForOpenAI - A Fortran library for OpenAI API.☆20Jan 10, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MATLAB + Python implementations of real-time median-filtering Harmonic-Percussive Source Separation☆22Sep 9, 2021Updated 4 years ago
- Fortran computing core of the TT-Toolbox☆17Feb 25, 2025Updated last year
- Bayesian optimization based on Gaussian processes☆12Dec 2, 2022Updated 3 years ago
- ☆14Jan 27, 2022Updated 4 years ago
- TensorFlow Probability Tutorial☆38Oct 17, 2019Updated 6 years ago
- Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization☆16Jun 13, 2022Updated 3 years ago
- A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases☆26May 21, 2026Updated last week