Giter Club home page Giter Club logo

victorijnr / bu Goto Github PK

View Code? Open in Web Editor NEW
2.0 1.0 0.0 178.23 MB

I like the name bu, but I called this User Stylometry Association, or UStylA, in my paper. In short, this just clusters users based on their stylometry - how they write stuff. This ended up as my Senior Honours project at The University of St Andrews. I had more ambitious plans but I didn't have enough time for them. This isn't half bad either though.

Python 98.21% Dockerfile 0.87% Shell 0.92%
stylometry clustering convolutional-neural-networks

bu's People

Contributors

victorijnr avatar

Stargazers

 avatar  avatar

Watchers

 avatar

bu's Issues

Figure out why the number of classes isn't consistent

Okay, so I was right. In my case the index of each of the probabilities doesn't relate to the actual class. So the first index could relate to the class 6 (you know, each class is a UserID) instead of 1. I'm definitely going to need a mapping to sort this out, I could either map each class to their actual index, or I could just straight up map them to their probabilities. The only problem with the probability map is that multiple classes could have the same probability (wait this might be fine and not a problem), but the index map might not work since the prediction array doesn't seem to use all of the classes...

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.