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least-square-regression

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ankitdhall /Vanishing-Point-Detector

Vanishing Point detection for images and videos using Least Squares in C++

video vector linear-algebra image-processing regression detector least-squares image-analysis vanishing-points least-square-regression

UpdatedJul 28, 2017
C++

faizanxmulla /CS2007-machine-learning-techniques

Repository containing introduction to the main methods and models used in machine learning problems of regression, classification and clustering.

neural-network random-forest clustering regression naive-bayes-classifier classification perceptron decision-trees ridge-regression knn lasso-regression least-square-regression iitmadrasonlinedegree

UpdatedSep 30, 2023
Jupyter Notebook

feng-li /dlsa

Distributed least squares approximation (dlsa) implemented with Apache Spark

spark distributed-computing pyspark spark-ml least-square-regression

UpdatedNov 9, 2023
Python

MagedMohamedTurk /Turbomachinery-Rotors-Balancing

Python Tools to Practically Model and Solve the Problem of High Speed Rotor Balancing.

optimization linear-regression linear-programming jupyter-notebook python-script python3 compressor optimization-methods semidefinite-programming optimization-algorithms linear-models cvxpy convex-optimization turbine mixed-integer-programming least-square-regression lmi rotor-dynamic rotor-blades cvxpy-python-library

UpdatedSep 28, 2023
Python

baggepinnen /TotalLeastSquares.jl

Solve many kinds of least-squares and matrix-recovery problems

linear-regression estimation least-squares imputation outlier-detection missing-data matrix-completion robust-pca singular-value-decomposition least-square-regression nonnegative-matrix-factorization robust-regresssion total-least-square robust-estimation robust-statistics errors-in-variables missing-data-imputation

UpdatedOct 29, 2023
Julia

anubhavparas /ransac-implementation

RANSAC (RANdom SAmple Consensus) Algorithm Implementation

python ransac least-square-regression random-sample-consensus ransac-algorithm

UpdatedFeb 18, 2021
Python

ramesaliyev /numerica

Numerical analysis methods implemented in Python.

regression numerical-methods jacobi lagrange numerical-integration numerical-analysis newton-raphson gauss-seidel simpson least-square-regression regula-falsi trapezoidal numerical-differentiation fixed-point-iteration bisection-method gauss-jordan-elimination secant-method euler-methods graph-method

UpdatedMar 1, 2021
Python

madfolio /Least-Squares-Trilateration

Trilateration example using least squares method in scipy

navigation gps gis nonlinear-optimization trilateration surveying least-square-regression

UpdatedAug 2, 2018
Jupyter Notebook

ndrearu /curve_fit_utils

**curve_fit_utils** is a Python module containing useful tools for curve fitting

data-science statistics regression least-squares statistical-analysis fitting curve-fitting data-analysis confidence-intervals statistical-tests bootstrap-method non-linear-regression jackknife least-square-regression chisquare bootstrap-resampling prediction-intervals prediction-band confidence-band

UpdatedDec 23, 2017
Python

gsubramani /robust-nonlinear-regression

Robust Regression for arbitrary non-linear functions

python numpy iteration fitting robust outlier-detection fitting-algorithm ransac bayesian-statistics least-square-regression nonlinear-regression bayesian-updates robust-regression

UpdatedJun 16, 2018
Python

zolabar /trendPy

Time Series Regression with Python

binder optimization numpy plotly regression heroku-deployment fourier-transform least-square-regression voila-dashboard

UpdatedFeb 21, 2024
Jupyter Notebook

aabramovrepo /python-projects-blog

Some useful algorithms implemented in Python

modeling kd-tree least-squares particle-filter segmentation convex-hull image-segmentation ransac convex-hull-algorithms least-square-regression robust-least-squares waymo-dataset waymo-open-dataset

UpdatedJun 3, 2022
Python

minzhang-1 /PointHop-PointHop2_Spark

A fast and low memory requirement version of PointHop and PointHop++, which is built upon Apache Spark.

python spark point-cloud pyspark feature-extraction pca classification knn 3d least-square-regression 3d-classification

UpdatedJul 14, 2020
Python

nyakasko /LO-RANSAC-3DPlaneFitting

Implementation of the Locally Optimized Random SAmple Consensus (LO-RANSAC) 3D plane fitting algorithm

opencv ransac pointcloud least-square-regression plane-fitting lo-ransac

UpdatedJan 11, 2021
C++

yaniv-shulman /rsklpr

Robust locally weighted multiple regression in Python

python machine-learning statistics regression python3 mit-license polynomial-regression least-square-regression locally-weighted-regression robust-regression robust-statistics

UpdatedNov 5, 2025
Python

Stee-T /NARMAX

Machine learning library for symbolic fitting: the unknown system/function is described via NARMAX algebraic expressions being linear combinations of arbitrary non-linear terms provided by the user (like 0.2x²+0.7sin(x) or x[k-1]*y[k-4]^2).

machine-learning symbolic-regression gpu-acceleration equation-solver least-square-regression narmax

UpdatedOct 3, 2025
Python

dpscience /DLTReconvolution

DLTReconvolution - A Python based software for the analysis of lifetime spectra using the iterative least-square reconvolution method

python analysis least-squares decomposition convolution fluorescence inverse-problems deconvolution fourier-transform least-square-regression exponential-distributions fls lifetime-spectroscopy pals decay-spectrum lifetime-spectra positron-lifetime-spectra reconvolution multi-exponential ill-posed

UpdatedJan 24, 2021
Python

zouzias /REK-CPP

Randomized Extended Kaczmarz (C++)

cpp eigen least-squares least-square-regression rek

UpdatedAug 5, 2025
C++

vincent27hugh /myRegression-Python

This is the implementation of the five regression methods Least Square (LS), Regularized Least Square (RLS), LASSO, Robust Regression (RR) and Bayesian Regression (BR).

lasso regularized-linear-regression least-square-regression robust-regresssion bayesian-regression

UpdatedMar 1, 2019
Python

GOWone /PolynomialCurveFitting

基于.Net Framework/WPF框架开发的、通过最小二乘法实现的多项式曲线拟合软件

csharp curve-fitting wpf-application least-square-regression

UpdatedDec 13, 2023
C#

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