https://github.com/fedden/nlp_tutorial

https://github.com/fedden/nlp_tutorial

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/fedden/nlp_tutorial
• Owner: fedden
• Created: 2018-02-01T20:07:35.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2018-02-20T14:26:32.000Z (over 8 years ago)
• Last Synced: 2025-12-26T08:48:25.124Z (7 months ago)
• Language: Jupyter Notebook
• Size: 410 KB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Changelog: news_article_tag_classification_with_doc2vec.ipynb

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README

          
# Fun With Natural Language Processing And Deep Learning

This repository contains notebooks exploring a few areas of deep learning and natural language processing that I have found fun and interesting when learning about NLP.

## But what the hell is a neural network?

Good question, and not an easy one to answer. This repository makes use of neural networks pretty frequently so it might be worth exploring more on the topic. A nice place to get started might be these videos:

#### But what *is* a neural network?

Click on the below images to go to the relevant videos that explore what neural networks actually do. The first is a quick overview that will probably answer a lot of questions, and the second is an entire course - probably overkill - but will explain and explore a lot of what is going on in modern libraries like TensorFlow.

[![But what *is* a Neural Network?](https://img.youtube.com/vi/aircAruvnKk/0.jpg)](https://www.youtube.com/watch?v=aircAruvnKk)

#### Andrej Karpathy's neural net lectures

[![CS231n Winter 2016](https://img.youtube.com/vi/NfnWJUyUJYU/0.jpg)](https://www.youtube.com/watch?v=NfnWJUyUJYU)

## Other useful links

* [Keras neural layers documentation](https://keras.io/layers/about-keras-layers/)

* [Gensim docs](https://radimrehurek.com/gensim/apiref.html)