Curve fitting - 1st, 2nd order polynomial ; Linear and spline interpolations -- Sample problems

Applying the Least-Square-Method to Curve-Fit in python using Numpy.

Miniprojects

In this File, I have uploaded the codes for the computational Physics using Python(Jupyter). All the codes are simple but if still Any issue with these codes algorithm and other concepts I have also upload the handwritten notes of all these on the same GitHub account.

An application that illustrates the efficacy of multiple curve fitting and interpolation models.

Curve fitting width function IUH (WFIUH) in Hydrology

A quick introduction to Scientific Python

A simple wrapper around scipy.optimize.curve_fit to simplify fitting with parameter specifications defined by dataclass fields.

Arduino Nano ESP32 Word and Fibonacci clock projects. Logit regression in Microsoft Excel designed for ELISA and RIA tests.

Fits one of three functions (inverse quadratic, bell-shaped, or waiting-in-line) to x, y data using nls.

Use Tensorflow to demonstrate the ability of linear systems with activation functions to simulate non-linear functions.

Random Sample Consensus (RANSAC) Python Implementation

Very fast maths library implemented in C.

A C++ program for real-time hardware interfacing and data processing, featuring curve-fitting algorithms and configurable compiler features.

GeneticCurveOptimizer : A Genetic Algorithm for Curve Fitting in C++. Optimize polynomial coefficients to minimize the distance between the curve and given data points. Customizable parameters for efficient optimization. Try it for accurate and dynamic curve fitting!

ML tool to detect peaks in 1D XRD scattering data

A balanced distribution of domain expertise (Chemical dependence and stoichiometry) and machine learning algorithms to derive the most accurate estimate of water quality over given time. Emphasis on algorithms that have been tweaked to bring about good results. Proof-driven and tested concept.

Derivation of SHARP IR sensor - GP2Y0A21YK0F output function via curve-fitting

This is a generic gaussian, lorentzian and voigt fit code.

A no_std and no heap memory library for gaussian curve coefficents calculation.