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Using the scikit-learn library, this project explores various machine learning classifiers to best classify movie descriptions as 'Sci-Fi' or 'Fantasy'. After finding the best classifier a user interface is created in which a user may input text which the machine will then classify using said classifier. This project provides experience with Python, data-mining concepts, and GitHub and version control.

Python 100.00%
project-hub template project-template

hub-project-scifi-or-fantasy's Introduction

Instructions are at the bottom of the README!

Sci-Fi or Fantasy

For this assignment, students will use machine learning to create a program that can classify a movie description as either Sci-Fi or fantasy with a simple UI. SorF sci-fi or fantasy

Process

  1. A mentor is assigned to the project
  2. Steps of the development process will be assigned in the form of issues
  3. You create a new branch to address an issue
  4. Once you have completed a first draft addressing an issue, you will make a pull request
  5. The mentor reviews changes and provides feedback for you
  6. Once you and your mentor are satisfied with the changes, your mentor will merge the pull request, resolving the issue
  7. The you move onto the next issue

Getting Started

  1. To start head to the issues tap at the top of this repository
  2. Start at the very bottom of the Issues (Introduction to GitHub) and follow the instructions
  3. If you have any questions tag your mentor @cairosanders in a comment on the issue or in a pull request
  4. When you're done, close the issue and move onto the second issue (Setting up your Development Environment)
  5. Continue like this until you have closed all issues!

Alternative Workflow

If you want to complete the project in related chuncks, you can work through milestones

  1. To start head to the issues tap at the top of this repository
  2. Click on milestones
  3. Start at the bottom of the mielstones with "Getting started", and completed the issues from the bottom up
  4. Move onto the next milstone

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