thomasager Goto Github PK

autoencoder-explanations

data-management

Utilities for data management

discord-inhouse-league

3v3 TrueSkill InHouseLeague Discord Bot

fasttext

Library for fast text representation and classification.

forumscraper

Web scraping a forum

image-similarity-clustering

Clustering similar images together with k-means and pre-trained models

interpretablelstm

My work towards creating an LSTM with an interpretable internal state. Currently just tunes parameters on the IMDB Large Movie Review dataset for sentiment analysis.

masteryrank

A Neural-Network based application that tells you how good your mastery choice is for your champion.

mettawebsite

metta.website source code

modelling-salient-features-as-directions-in-fine-tuned-semantic-spaces

The code for replicating the results for the paper "Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces".

monte-carlo-tree-search-for-go

A Java implementation of Monte-Carlo Tree Search for Go.

msda-python

neuralstyletransferrandomimages

Using neural style transfer on two random images using keras. Currently being used with style images from the glitch_art subreddit reddit.com/r/glitch_art and base images from the earthporn subreddit reddit.com/r/earthporn. The idea is that random selection will lead to "happy accidents".

parse_wikipedia_table

A python utility to parse wikipedia tables of video games and extract their titles

recommenders

Best Practices on Recommendation Systems

rulesfromauto-encoders

sparse_ppmi

Create a sparse scipy PPMI (Positive-Pointwise Mutual Information) matrix from a sparse scipy matrix of integers. Based on code from svdmi: https://github.com/Bollegala/svdmi/blob/master/src/svdmi.py

sprite-sheet-downloader

Download and save sprite sheets

sprite_decomposer

Automatically detect sprites in a sprite sheet and separate them into individual images.

stylegan2

StyleGAN2 - Official TensorFlow Implementation

thesispipeline

The pipeline for my thesis experiments