<commit_before>![Project Adleman Cover](img/cover/Project_Adleman_Cover.png)

# Introduction
A machine learning project that is exploring techniques to classify malware effectively. This project is our approach to the Microsoft Malware Classification Challenge (BIG 2015)

# Approach


# Results



source of original image: 
http://i1.wp.com/theultralinx.com/wp-content/uploads/2014/11/Wallpaper-of-the-Week-175.jpeghttp://i1.wp.com/theultralinx.com/wp-content/uploads/2014/11/Wallpaper-of-the-Week-175.jpeg<commit_msg>changes to the .readme<commit_after>![Project Adleman Cover](img/cover/Project_Adleman_Cover.png)

## Background
Project Adleman, is a machine learning project that is exploring techniques to classify Malware effectively. The learnings form this project were used to compete in the Microsoft Malware Challange (BIG 2015) hosted by Kaggle.	

## Table of Contents:
1. [Summary](https://github.com/JovanSardinha/Project_Adleman/wiki/summary)
2. [Architecture](https://github.com/JovanSardinha/Project_Adleman/wiki/Architecture-Used)
3. [Exploratory Analysis](https://github.com/JovanSardinha/Project_Adleman/wiki/Exploratory-Analysis)  
4. [Feature Engineering](https://github.com/JovanSardinha/Project_Adleman/wiki/Feature-Engineering)  
5. [About Us](https://github.com/JovanSardinha/Project_Adleman/wiki/About-Us)


***

_Notable links (provided by Kaggle):_
* [Detailed problem description] (https://www.kaggle.com/c/malware-classification)  
* [Evaluation criteria](https://www.kaggle.com/c/malware-classification/details/evaluation)   
* [Competition Rules](https://www.kaggle.com/c/malware-classification/rules)   
* [Prizes](https://www.kaggle.com/c/malware-classification/details/prizes)  
* [Timelines](https://www.kaggle.com/c/malware-classification/details/timeline)   


source of original image: 
http://i1.wp.com/theultralinx.com/wp-content/uploads/2014/11/Wallpaper-of-the-Week-175.jpeghttp://i1.wp.com/theultralinx.com/wp-content/uploads/2014/11/Wallpaper-of-the-Week-175.jpeg
{'fraction_non_alphanumeric': 0.12935323383084577, 'fraction_numerical': 0.0263681592039801, 'mean_word_length': 5.264797507788162, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 10, 'lorem ipsum': 0, 'www.': 5, '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': '7260591', 'n_tokens_mistral': 734, 'n_tokens_neox': 651, 'n_words': 112}