nfiroozyeexos

server

☁️ Nextcloud server, a safe home for all your data

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

EthList

The Comprehensive Ethereum Reading List

ploomber

The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

neural-tangents

Fast and Easy Infinite Neural Networks in Python

t-digest

A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means

crypto-reading-list

illustrated-machine-learning.github.io

Website containing illustrations about Machine Learning theory!

tdigest

t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark

linkedin-profile-scraper

🕵️‍♂️ LinkedIn profile scraper returning structured profile data in JSON. Works in 2020.

SwapsBook

Low Latency Interest Rate Markets – Theory, Pricing and Practice

Machine-Learning-Engineering-with-Python

Machine Learning Engineering with Python

vim-from-scratch

Rico's guide for setting up Vim

Papers

My Quant Research Papers (incl. Coding & Excel Examples)

random-fourier-features

Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model

paperboard

Paperboard, is a cli application for managing a reading list of bookmarks from the Internet.

AdaptiveFilter

This rep contains awesome adaptive filter algorithms in 3 classic books.

fadapt

Adaptive filter algorithms package for Matlab

streaming-quantiles

Implements the Karnin-Lang-Liberty (KLL) algorithm in python

eigenlearning

codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"

Kernel-Adaptive-Filtering-in-Python

Implementation of LMS, RLS, KLMS and KRLS filters in Python

random-fourier-features

Code for random Fourier features based on Rahimi and Recht's 2007 paper.

smlr

Python package for Sparse Multinomial Logistic Regression (SMLR)

QRD_RLS

QR decomposition

Nonlinear-Statistical-Coupling

LeCun_Networks_1989

Implementation of CNN architectures proposed by Yann LeCun in 1989

thesis_UCL

Repository containing all the coding for my thesis. Mainly working on non linear CCA.

rank-greville

Recursive least squares solver in Python3, based on rank-decomposition and inspired by Greville's algorithm