<commit_before>---
layout: post
title: Genre Recognition With Deep Learning
---

# Genre Recognition With Deep Learning

I've attempted genre recognition using deep learning. In this guide, I try to describe the steps needed to be taken to run my horrible code. Haha. This is mainly for the learning experience.

Since this is a machine learning task, we shall follow the typical procedure of:

  * Collecting data<commit_msg>added link<commit_after>---
layout: post
title: Genre Recognition With Deep Learning
---

# Genre Recognition With Deep Learning

I've attempted genre recognition using deep learning. In this guide, I try to describe the steps needed to be taken to run my horrible [code](https://github.com/amirothman/genre-erkennung-pipeline). Haha. This is mainly for the learning experience.

Since this is a machine learning task, we shall follow the typical procedure of:

  * Collecting data
{'fraction_non_alphanumeric': 0.05953693495038589, 'fraction_numerical': 0.0, 'mean_word_length': 4.309941520467836, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 1, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '6886026', 'n_tokens_mistral': 233, 'n_tokens_neox': 225, 'n_words': 126}