PurdueMechanicalEngineering / me-239-intro-to-data-scienceLinks
Introduction to Data Science for Mechanical Engineers
☆25Updated last week
Alternatives and similar repositories for me-239-intro-to-data-science
Users that are interested in me-239-intro-to-data-science are comparing it to the libraries listed below
Sorting:
- ME 697 - Advanced Scientific Machine Learning☆25Updated 5 months ago
- Notebooks and documents to build Computational Mechanics course☆57Updated 2 months ago
- ☆74Updated 3 weeks ago
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras☆25Updated 3 years ago
- ME 539 - Introduction to Scientific Machine Learning☆122Updated last month
- Teach numerical methods for interpolation, differentiation, integration, and solving ODEs and PDEs with MATLAB.☆41Updated 2 weeks ago
- Notes and examples on how to solve partial differential equations with numerical methods, using Python.☆37Updated 2 years ago
- Introduction to declarative PDE solvers☆42Updated 3 years ago
- ☆11Updated last year
- Applied Mathematical Methods in Materials Engineering☆27Updated 5 years ago
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆35Updated 4 years ago
- Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python☆14Updated 5 years ago
- Resources for "The Craft of Finite Difference Computing with Partial Differential Equations" by H. P. Langtangen☆175Updated 6 years ago
- ☆18Updated 5 months ago
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆53Updated 4 years ago
- Electronic book for ME 373☆20Updated 2 years ago
- PySpectral is a Python package for solving the partial differential equation (PDE) of Burgers' equation in its deterministic and stochast…☆15Updated 2 years ago
- Jupyter notebook class notes for Numerical Methods for PDEs☆147Updated last week
- Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.☆35Updated 2 years ago
- Finite-Difference Approximations to the Heat Equation. Implementation of schemes: Forward Time, Centered Space; Backward Time, Centered …☆26Updated 6 years ago
- This repo is a work in progress aimed at gathering useful open-source resources for CFD engineers in one place. It includes notes, script…☆15Updated 2 months ago
- UW AMATH 301. Scientific computing and numerical methods for physical, biological, and engineering problems. Topics include root-finding,…☆12Updated 2 years ago
- Material for a course on finite difference methods for differential equations.☆53Updated 11 years ago
- The repository implements a set of algorithms from the book "Methods in Computational Science", written by Johan Hoffman and published by…☆19Updated 9 months ago
- Sandia Uncertainty Quantification Toolkit☆84Updated 10 months ago
- Interactive courseware that introduces foundational-level concepts as taught in introductory courses in fluid mechanics.☆23Updated 3 weeks ago
- Introduction to Python: Numerical Analysis for Engineers and Scientist. In 2017, Python became the world's most popular programming langu…☆139Updated 7 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- Some Jupyter Notebooks I am creating for the course Applied Elasticity at IIT Kharagpur☆16Updated 5 years ago
- ☆19Updated 4 years ago