Skip to content

This repository contains two basic tutorials on how to use neural networks when working with signals. You can see how to use LSTM, GRU or Conv1d on an ECG5000 dataset, as well as how to create a simple anomaly detector with a help of simple autoencoder.

Notifications You must be signed in to change notification settings

KristynaPijackova/Tutorials_NNs_and_signals

Repository files navigation

Neural Networks and Signals

Hi and welcome to this repository! 👋

This repo has so far two tutorials which may (or may not) help you get started with using neural networks with sequence data.

You can either run the filled ones, or try and write your own code, as the templates has empty spaces for you to code in. Feel free to adjust them as you like 🙂

In the Wiki bookmark of this repo you can find additional info, like interesting blogpost explaining the RNNs and thing I find usefull in general.

About

This repository contains two basic tutorials on how to use neural networks when working with signals. You can see how to use LSTM, GRU or Conv1d on an ECG5000 dataset, as well as how to create a simple anomaly detector with a help of simple autoencoder.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published