Example scripts for neural networks

This repository contains scripts demonstrating how to neural networks from libraries such as Scikit-Learn and Tensorflow 2.0. Dependencies can be installed using pipenv.

Regression on Franke's function

Surface fitting of Franke's function using a neural network for comparison with project 1.

Classification of "fizz buzz"

Based on Joel Grus' hilarious talk on using Tensorflow to solve "Fizz buzz". See his repository for the original work.

One-dimensional Poisson equation

A Tensorflow 2.0 implementation of the notes by Kristine Hein.

One-dimensional wave equation

A Tensorflow 2.0 implementaion of the notes also by Kristine Hein.