This repository includes the source code of the LS-DNN based channel estimators proposed in "Enhancing Least Square Channel Estimation Using Deep Learning" paper that is published in the proceedings of the 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) virtual conference.
Numerical Analysis Problems and Solutions
A python module for synthesizing and fitting experimental spectra obtained with Coherent Anti-Stokes Raman Spectroscopy (CARS).
Linear line fitting to data and optimising parameters with Gradient Descent algorithm
Several numerical methods are provided here written in Python.
Denoising time series using Least Squares Method in python using NumPy.
WLS, weighted linear regression in pure Rust w/o any 3d party dependencies or frameworks.
Реализация на Python, Java, C++ всех лабораторных работ к курсу численных методов ПМ-ПУ СПбГУ, 2-3 курсы.
Least Square Estimator Implementation with OpenCV and C++
University CS class lab work solution. Theme: The Least Square Method implementation with CPP and Qt
Includes data interpolation(involves Newton and Lagrange methods) and data fitting(involves solution of linear equations and least square method).
Least square method simply stock price prediction. Data's being scraped via investing.com.
Script to calculate the location of a square using the least squares method
AUT Applied Linear Algebra course projects
I have carried out OCR of Hindi handwritten characters using Regularised least squares and Random kitchen sink algorithm.
KCL and KVL for the bridge circuit
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