gwthomas / math4mlLinks
Notes on mathematical topics that pertain to machine learning
☆113Updated 4 years ago
Alternatives and similar repositories for math4ml
Users that are interested in math4ml are comparing it to the libraries listed below
Sorting:
- This is a companion to the ‘Mathematical Foundations’ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Fais…☆300Updated 5 years ago
- Course material for 1RT700 Statistical Machine Learning☆63Updated last month
- ☆151Updated 4 years ago
- COMS W4995 Applied Machine Learning - Spring 20☆246Updated 3 years ago
- Lectures for INFO8004 Advanced Machine Learning, ULiège☆116Updated 10 months ago
- Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning☆348Updated 4 years ago
- Notebooks for "Probabilistic Machine Learning" book☆201Updated 3 years ago
- Host repository for the "Reproducible Deep Learning" PhD course☆408Updated 3 years ago
- Essential mathematics for applied machine learning and data science☆81Updated 3 years ago
- CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning☆181Updated 4 years ago
- ☆273Updated 7 months ago
- Applied Machine Learning with Python☆80Updated last year
- Repository with all material for SMILES, the Summer School of Machine Learning at Skoltech, taking place from the 16th to the 21st of Aug…☆55Updated 5 years ago
- STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)☆576Updated 5 years ago
- Lightning Bits: Engineering for Researchers repo☆134Updated 3 years ago
- Working files for the textbook project "Machine Learning. The Basics"☆125Updated 3 months ago
- ☆91Updated 2 years ago
- An implementation of convolutional networks in NumPy!☆83Updated 4 years ago
- Inside Deep Learning: The math, the algorithms, the models☆274Updated 2 years ago
- Notebooks for a course☆41Updated 6 years ago
- ☆92Updated 4 years ago
- My solutions to the assignments in the book: "A Student’s Guide to Bayesian Statistics" by Ben Lambert.☆76Updated last year
- VIP cheatsheets for Stanford's CME 102 Ordinary Differential Equations for Engineers☆258Updated 5 years ago
- Machine learning flashcards☆223Updated 4 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆210Updated 4 years ago
- A living collection of deep learning problems☆38Updated 9 years ago
- ☆346Updated 5 years ago
- Computer Vision and Pattern Recognition, NUS CS4243, 2022☆177Updated 3 years ago
- ML algorithms in depth☆272Updated last year
- ☆87Updated 6 years ago