gesture recognition toolkit

Fast Best-Subset Selection Library

machine learning algorithm

SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.

Secure Linear Regression in the Semi-Honest Two-Party Setting.

From linear regression towards neural networks...

Fast Change Point Detection in R

APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoother and interpretable predictions.

Implementing Linear Regression on a CSV file using PyTorch C++ Frontend API

Basic lane detection program written in C++

C++ Library of machine learning under development, includes SVM, linear regression, logistic regression etc.

This is an open source library that can be used to autofocus telescopes. It uses a novel algorithm based on robust statistics. For a preprint, see https://arxiv.org/abs/2201.12466 .The library is currently used in Astro Photography tool (APT) https://www.astrophotography.app/

lightgbmのfeature-transform（特徴量の非線形化）をすることで、80,000を超える特徴量を線形回帰でも表現できることを示します

10 Days of Statistics Challenges at HackerRank

Implement: Sobel; Canny; Harris; Hough line; Fit line; RANSAC.

KNN, KMeans, Decision Tree, Naive Bayesian, Linear Regression, Principal Component Analysis, Neural Networks, Support Vector Machines all written in C++ from scratch.

Robust transfer function analysis code for magnetotellurics

a c++ library with statistical machine learning algorithms for linear and non-linear robust regression that can be used with python.

🤖 Machine Learning course, ITMO University, 2019

Online statistics