mitmath / 18065Links
18.065/18.0651: Matrix Methods in Data Analysis, Signal Processing, and Machine Learning
☆174Updated 10 months ago
Alternatives and similar repositories for 18065
Users that are interested in 18065 are comparing it to the libraries listed below
Sorting:
- MIT IAP short course: Matrix Calculus for Machine Learning and Beyond☆527Updated 6 months ago
- 18.335 - Introduction to Numerical Methods course☆548Updated last week
- Harvard Applied Math 205: Code Examples☆89Updated 3 years ago
- Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach☆123Updated last year
- 18.336 - Fast Methods for Partial Differential and Integral Equations☆185Updated last year
- Jupyter notebooks associated with the Algorithms for Optimization textbook☆472Updated 3 years ago
- Core functions for the Julia (2nd) edition of the text Fundamentals of Numerical Computation, by Driscoll and Braun.☆110Updated 9 months ago
- ☆142Updated 2 months ago
- 18.337 - Parallel Computing and Scientific Machine Learning☆243Updated 2 years ago
- 18.330 Introduction to Numerical Analysis☆373Updated last year
- Extra materials for *Fundamentals of Numerical Computation* by Driscoll and Braun.☆168Updated 2 weeks ago
- 18.303 - Linear PDEs course☆144Updated last year
- Julia code for the book Numerical Linear Algebra☆127Updated 2 years ago
- These are companion notebooks written in Julia and Python for: "Introduction to Applied Linear Algebra" by Boyd and Vandenberghe.☆339Updated 5 years ago
- Important concepts in numerical linear algebra and related areas☆774Updated last year
- ☆101Updated this week
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆213Updated last year
- Material for the course Large-Scale Convex Optimisation at LTH, autumn 2020☆14Updated 4 years ago
- A set of introductory exercises for Julia. Based on [100 NumPy Exercises](https://github.com/rougier/numpy-100).☆137Updated 2 years ago
- 18.S096 - Applications of Scientific Machine Learning☆311Updated 3 years ago
- Demos for "Linear Algebra for DS, ML, and SP" book☆64Updated last week
- Data Science for Dynamical System Course☆124Updated 10 months ago
- Comprehensive open source book on basic topology, smooth manifolds, differential geometry, Lie theory, homological algebra, and index the…☆118Updated last week
- Stanford's CS229 Machine Learning lecture notes compiled into a Tufte-style textbook☆57Updated 3 years ago
- Solutions to exercises in Numerical Linear Algebra by Trefethen and Bau.☆104Updated 6 years ago
- Code for the book "Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory"☆229Updated last year
- ☆10Updated this week
- Collection of Matrix/Linear Algebra Information☆65Updated last year
- Fundamentals of Numerical Computation text, Julia version for the MATLAB (1st) edition.☆85Updated 2 weeks ago
- Errata for Algorithms for Optimization book☆71Updated 4 months ago