Distributed least squares approximation (dlsa) implemented with Apache Spark
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Nov 9, 2023 - Python
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least-square-regression
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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
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Mar 1, 2021 - Python
RANSAC (RANdom SAmple Consensus) Algorithm Implementation
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Feb 18, 2021 - Python
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
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Sep 28, 2023 - Python
**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
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Dec 23, 2017 - Python
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
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Jun 16, 2018 - Python
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
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Jul 14, 2020 - Python
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
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Jun 3, 2022 - Python
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
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Jan 25, 2025 - Python
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
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Jan 24, 2021 - 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).
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Mar 1, 2019 - Python
Fit-o-mat - a versatile program for nonlinear least-squares fitting
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Feb 7, 2025 - Python
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
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Jan 6, 2025 - Python
Homework 1 for the course ENPM667: Perception for Autonomous Robots
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Sep 26, 2022 - Python
Several numerical methods are provided here written in Python.
python curve numerical-methods data-fitting least-square-regression exponential-fitting least-sqaure-method straight-line-fitting fitting-curve
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Jan 16, 2021 - Python
WLS, weighted linear regression, weighted least squares in pure Python w/o any dependencies.
python python3 least-squares wls python-module least-square-regression weighted-regression weighted-linear-regression least-square-fit
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Jan 25, 2023 - Python
This repository consists of the codes that I wrote for implementing various pattern recognition algorithms
classification pattern-recognition bayes-classifier k-nearest-neighbours maximum-a-posteriori-estimation least-square-regression
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Nov 24, 2019 - Python
Python machine learning program to calculate, predict and visualize using Least Squares method.
python machine-learning csv linear-regression matplotlib prediction-model least-square-regression oop-python sqlalchemy-python
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Oct 23, 2023 - Python
Least Squares and Huber regression via CQPs
optimization heidelberg-university convex-optimization least-square-regression huber-loss-regression quadratic-optimization
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Jul 31, 2023 - Python
a collection of numerical methods written in python language.
python numerical-methods runge-kutta newton-raphson qr-decomposition gaussian-elimination simpson-rule least-square-regression gram-schmidt qr-factorization lagrange-interpolation bisection-method divided-differences householderqr gauss-siedel trapezoidal-rule jacobi-method gecp
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Nov 17, 2021 - Python
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