closed-form-solution

The normal equations for simple linear regression are a system of two linear equations used to find the optimal intercept and slope that minimize the sum of squared residuals. They are derived from the ordinary least squares (OLS) method and can be expressed in scalar or matrix form.Solver

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• Jupyter Notebook

Closed-form solutions and fast calibration & simulation for SABR-based models with mean-reverting stochastic volatility

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• Python

Machine Learning model which uses closed-form solution of Locally Weighted Regression (LOWESS) Algorithm to predict the Quality of Air

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• Python

Tips given at restaurants modelled using the memory intensive Locally-Weighted-Regression.

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• Python

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• Jupyter Notebook

This repository provides the CPOpt method, an efficient algorithm for calculating critical plane factors in fatigue analysis. CPOpt reduces computation time by using tensor invariants and coordinate transformations, making it ideal for complex geometries and time-sensitive applications. The repository includes code, validation data, and examples.

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• MATLAB

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• Python

Linear Regression implementation based on the mathematical foundation

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• Jupyter Notebook

Machine Learning

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• Jupyter Notebook

This repository contains my solutions and implementations for assignments assigned during the Machine Learning course.

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• Jupyter Notebook

The official repository of the "Closed-form Sample Probing for Learning Generative Models in Zero-shot Learning" paper published at ICLR 2022.

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• Python

oeis closed form miner

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• Python