HTW Dresden NLP Lecture

This repository contains NLP related material for the I833 Deep Learning course at University of Applied Sciences Dresden.

You can find the all the CNN examples in this repository

Hello Python - a brief introduction

Slides

Hello Python Notebook

Hello PyTorch Notebook

Introduction into RNNs

Slides

Vanishing Gradients Notebook

Classifying Names with a Character-Level RNN

Word Vectors and Transfer Learning

Slides

Code for a simple offensive language classificator, for german texts.

Offensive Language Classification

Transforners and Attention

Slides

Implement an Neural search using Transformers.

Neural Search