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seng474-project's Introduction

SENG 474 Final Project

Originally created here by @maxUser and myself. Was moved here as a part of a clean-up and to make development easier.

Setup

To run the program create and enter a python3 (3.6+) virtual environment.

$ python3 -m venv venv
$ source venv/bin/activate

Install requirements (there aren't many).

(venv)$ pip3 install -r requirements.txt
(venv)$ pip3 install .

If you run into trouble you may need to update pip with:

(venv)$ pip3 install --upgrade pip

or:

(venv)$ curl https://bootstrap.pypa.io/get-pip.py | python3

You can then install and open up jupyter from here using:

(venv)$ pip3 install jupyter
(venv)$ jupyter notebook

Run

TODO: some examples

Components Breakdown

Descriptions of all stuff in this project.

Data

Data collected is stored here.

heroes.json

Hero names and IDs.

training_data.json

DotA 2 match data used for training.

testing_data.json

DotA 2 match data used for testing.

Modules

Base python code that interacts with API, cleans and processes data.

collect.py

Responsible for collecting DotA 2 match data from Steam API.

process.py

Responsible for processing the data collected.

Notebooks

Any analysis of the dataset will be done using jupyter notebooks.

analysis.ipynb

The main analysis file where we run our code for final project output.

Scripts

Contains python scripts that use the modules.

get_data.py

Uses collect module to get DotA 2 match data.

seng474-project's People

Contributors

nikola-rados avatar maxuser avatar

Stargazers

 avatar

Watchers

James Cloos avatar  avatar  avatar

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