2 Projects. Bisection, Newton-Raphson, intersection methods , approaching sin function and it's integral and more...

Dash App for visualizing function approximations by polynomials.

This project involves approximating a function to solve an optimization problem. Functions can often be costly to write in code. Approximating a function can sometimes save time and money. Especially when the code is iterated many times.

Distributed and Asynchronous Algorithm for Smooth High-dimensional Function Approximation using Orthotope B-splines

Repository containing python notebooks used to teach the lab classes of the curricular unit "Numerical Methods (M2039)" at FCUP, Portugal, in study year 2023/2024

Approximating nonlinear functions with low-rank spiking networks

This is a reposatory for implementation of different types of optimizers (SGD, RMSprop, Adam etc.) with three different use cases Function Approximation, Multi-class Single-label Classification and Multi-class Multi-label Classification)

Programming assignments of Numerical Methods Sessional Course CSE 218 in Level-2, Term-1 of CSE, BUET

Approximate a function in a single qubit using data-reuploading.

Estimation of a non-linear function using neural networks

Exercise and assignments of Deep Reinforcement Learning Nanodegree Program offered by Udacity

Final Project for the Modules: Effective Programming Practices taught by Hans-Martin Gaudecker and Scientific Computing taught by Philipp Eisenhauer.

delta-submodular work codes

Double Q-Learning Agent with Function Approximation using Neural Networks

Using ML to predict ramaining time of rechargable batteries

A generic implementation of multi layer perceptron neural networks, including some visual tools. Contains example of using the neural network classes for function approximation.

This repository contains numerical methods for finding solutions of a nonlinear equation as well as to approximate functions from a dataset of (x, y) points.