95 results for “topic:taylor-series”
Advanced Java BigDecimal math functions (pow, sqrt, log, sin, ...) using arbitrary precision.
Numerical Analysis code from the Oscar Veliz YouTube Channel
ODE integration using Taylor's method, and more, in Julia
This Repository contains Solutions to the Quizes & Lab Assignments of the Mathematics for Machine Learning Specialization offered by Imperial College of London on Coursera taught by David Dye, Samuel J. Cooper, A. Freddie Page, Marc Peter Deisenroth
The Matlab scripts for five positioning algorithms regarding UWB localization. The five algorithms are Extended Kalman Filter (EKF), Unscented Kalman Filter (UKF), Taylor Series-based location estimation, Trilateration, and Multilateration methods.
Taylor-mode automatic differentiation for higher-order derivatives
Julia interface to the Generalised Truncated Power Series Algebra (GTPSA) library
Kotlin library for BigDecimal math functions (pow, sqrt, log, sin, ...) using arbitrary precision.
This repository contains homework solution of the Numerical analysis lesson at Shahid Beheshti University.
Blackman-Harris Window functions (3-, 5-, 7-term etc.) from 1K to 64M points based only on LUTs and DSP48s FPGA resources. Main core - CORDIC like as DDS (sine / cosine generator)
All important Programs that are best for starting C++ or ant programming are present init(solved)
Partial implementation of C standard math library for educational purposes
A Verilog-based system for approximating mathematical functions (exp, sin, cos, ln) using Taylor/Maclaurin series, suitable for FPGA implementation and simulation.
Math library based on taylor series including vectors and utility functions
Function, function graph, domain, range. Increasing and decreasing functions, odd and even functions. Inverse functions. The class of elementary functions. Trigonometric functions, exponential and logarithmic functions. Power laws, logarithms. Limits, rules for calculating limits, standard limits. Continuity, theorems on continuous functions. Derivative, rules of differentiation, the mean value theorem, implicit differentiation, applications: rate of change, linear approximation, tangent, extreme value problems, sketching the graph of a function, l'Hôpital's rule. Taylor's formula with error estimates. Linear differential equations with constant coefficients and their applications. The Riemann integral, primitive functions, the fundamental theorem integral calcolus, variable substitution, integration by parts, partial fractions. Riemann sums, geometric and other applications of integrals, improper integrals, estimates and convergence. Paramterization of curves and arc length. Sequences and series, convergence criteria, the Cauchy integral test. Taylor series.
Extended Kalman Filters Are useful when there is an Non Linearity in the su=ystem and the estimation/prediction and measurement step requires a Jacobian matrix( first Derivative in the Taylor Series) is required to transform and work optimally.
Numerical methods for engineers used for finding roots, solving matrix, finding functions from given values, performing integrals whose analytical solution is exhaustive, and solutions by approximation for differential equations.
A spectral framework for modeling water waves
Repository of all the programs taught in M2 Lab at SDMCET, 2022 - 23
A program for approximating the value of sine using Taylor series approximation (Maclaurin series) and visualizing the diff with math.h values
Continuous Norming with R
Implementation of Classical Synchrophasor Estimation algorithms in LabVIEW using various data-structures.
Implementation of automatic differentiation (AD) in forward and backward modes with mathematical explanations
A repository for a task done on the Numerical Algorithms subject while studying at the University of Gdańsk.
No description provided.
Get a symbolic approximation to a system of nonlinear partial differential equations in the form of a truncated Taylor series representation
Allows to deal with power series which coefficients contain uncertainties
Archived - MATLAB Programming Tasks
A simple program to visualize Taylor series approximation.
A Taylor Series implemenation using Python, SymPy, and NumPy