Nick Firoozye's starred repositories
rank-greville
Recursive least squares solver in Python3, based on rank-decomposition and inspired by Greville's algorithm
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
thesis_UCL
Repository containing all the coding for my thesis. Mainly working on non linear CCA.
paperboard
Paperboard, is a cli application for managing a reading list of bookmarks from the Internet.
neural-tangents
Fast and Easy Infinite Neural Networks in Python
eigenlearning
codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"
Machine-Learning-Engineering-with-Python
Machine Learning Engineering with Python
random-fourier-features
Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model
random-fourier-features
Code for random Fourier features based on Rahimi and Recht's 2007 paper.
Kernel-Adaptive-Filtering-in-Python
Implementation of LMS, RLS, KLMS and KRLS filters in Python
generalised-signature-method
Code for: "A Generalised Signature Method for Time Series"
replication_GR21
Replication code for the paper "Regression Diagnostics meets Forecast Evaluation: Conditional Calibration, Reliability Diagrams, and Coefficient of Determination" (Gneiting and Resin, 2023)
QuantResearch
Quantitative analysis, strategies and backtests
ml_monorepo
super-monorepo for machine learning and algorithmic trading
object-oriented-thought-process
Following along with examples while reading The Object-Oriented Thought Process
bypass-paywalls-chrome
Bypass Paywalls web browser extension for Chrome and Firefox.
general_recursive_least_squares
Here lies the deduction and implementation of a general Recursive Least Squares filter for arbitrary signals