Gakkilovemath

POT

Python Optimal Transport library

AManPG

Implementation of chenshixiang/AManPG in R, Python, Julia.

aml_bayes

Code for the paper: Adversarial Machine Learning: Bayesian Perspectives

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

bayesoptbook.github.io

Companion webpage for the book "Bayesian Optimization" by Roman Garnett

brglm2

Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction

chebpy

A Python implementation of Chebfun

coding-for-economists

This repository hosts the code behind the online book, Coding for Economists.

dmol-book

Deep learning for molecules and materials book

falkon

Large-scale, multi-GPU capable, kernel solver

get-started-with-JAX

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

gpss_labs

Repository for labs

jax_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

lassonet

Feature selection in neural networks

liboptpy

Implementation of various optimization methods

LMP

Linear Models with Python

matrixcalc

MIT IAP short course: Matrix Calculus for Machine Learning and Beyond

ML_course

EPFL Machine Learning Course, Fall 2021

MLatImperial2022

newcorrelationstatistics

xi correlation method adapted for python

numerical-tours

Numerical Tours of Signal Processing

optimization_course

A course on Optimization Methods

optiver-trading-close

probai-2022

Materials of the Nordic Probabilistic AI School 2022.

pyHSICLasso

Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

RL-book

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

scikit-fda

Functional Data Analysis Python package

seminars-fivt

Seminars on optimization methods