iutzeler / NumericalOptimization
Jupyter Notebooks for the M1 MSIAM Course "Numerical Optimization" at Université Grenoble Alpes
☆22Updated last year
Alternatives and similar repositories for NumericalOptimization:
Users that are interested in NumericalOptimization are comparing it to the libraries listed below
- ☆14Updated 7 years ago
- MATLAB codes accompanying "Numerical Linear Algebra Theory" by Larisa Beilina, Evgenii Karchevskii, and Mikhail Karchevskii☆13Updated 7 years ago
- Reference materials of "Probability & Statistics" IPE 205 course☆22Updated 6 years ago
- Dynamic mode decomposition with dependent structure among observables (Graph DMD)☆11Updated 5 years ago
- Duke Machine Learning Winter School 2019☆27Updated 6 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 2 years ago
- Course material for Cornell CS 6210 for Fall 2019☆25Updated 5 years ago
- Course notes and other public-facing content☆13Updated 10 months ago
- Mathematical Programming and Operations Research: Modeling, Algorithms, and Complexity. Examples in Python and Excel. Edited by Robert Hi…☆31Updated last week
- Matlab codes accompanying Numerical Methods for Stochastic Partial Differential Equations with White Noise☆26Updated 7 years ago
- Extra materials for Mathematics for Data Science 1: https://courses.smp.uq.edu.au/MATH7501/2021/☆17Updated 3 years ago
- ☆27Updated 6 years ago
- ☆14Updated 5 years ago
- This repo will be an effort to learn and implement some of the milestone papers and models in Deep Learning based language models.☆11Updated 2 years ago
- This is a collection of computational illustrations, in MATLAB and in Python, accompanying the book "Mathematical Pictures at a Data Scie…☆10Updated 2 years ago
- Parallel Programming with Python Tutorial☆37Updated last year
- MATH/STAT 4540/5540 Introduction to Time Series, spring 2022☆8Updated 2 years ago
- ☆16Updated this week
- A pytorch toolbox designed for experimentation using a generalization of the Resnet design.☆16Updated last year
- Harvard AM205: group activity files☆15Updated 3 years ago
- (Python, R, C) Fast approximations for the CDF of multivariate normal distributions☆20Updated last month
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆79Updated this week
- ☆13Updated 3 years ago
- Parametric Gaussian Process Regression for Big Data (Matlab Version)☆24Updated 6 years ago
- Stanford's CS229 Machine Learning lecture notes compiled into a Tufte-style textbook☆53Updated 3 years ago
- Unofficial implementation in Python porting of the book "Algorithms for Optimization" (2019) MIT Press by By Mykel J. Kochenderfer and Ti…☆46Updated 2 years ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆11Updated 3 months ago
- machine learning☆37Updated 6 years ago
- Solving stochastic differential equations and Kolmogorov equations by means of deep learning and Multilevel Monte Carlo simulation☆12Updated 3 years ago
- Implementation of Particle Swarm optimisation in Python.☆19Updated last year