Learning the basics of PyTorch

🔥 Pytorch neural network tutorial. Build: feedforward, convolutional, recurrent/LSTM neural network.

CodeDemo with LSTM

A Pytorch time series model that predicts deaths by COVID19 using LSTMs

Official implementation of "Regularised Encoder-Decoder Architecture for Anomaly Detection in ECG Time Signals"

Modular Names Classifier, Object Oriented PyTorch Model

Udacity's Machine Learning Nanodegree Graded Project. Includes a binary classification neural network model for sentiment analysis of movie reviews and scripts to deploy the trained model to a web app using AWS Lambda.

🌐 Language identification for Scandinavian languages

A Pytorch based LSTM Punctuation Restoration Implementation/A Simple Tutorial for Leaning Pytorch and NLP

Generating Kanye West lyrics using a LSTM network in Pytorch, deployed to a website

Artificial Intelligence for Trading Nanodegree Projects

Karaokey is a vocal remover that automatically separates the vocals and instruments. A deep learning model based on LSTMs has been trained to tackle the source separation. The model learns the particularities of music signals through its temporal structure.

Uses a CNN Encoder and a RNN Decoder to generate captions for input images.

Progetto di tesi: rete LSTM multivariata con sentiment analysis per la previsione dei titoli in borsa