Github, Joseph Early

November 2023

MIL for Time Series Classification

Code for my paper "Inherently Interpretable Time Series Classification via Multiple Instance Learning".

Github, Joseph Early

October 2023

Tidy Tuesday - Taylor Swift

Write-up for a Tidy Tuesday data visualization project exploring if Taylor Swift lyrics follow Zipf's law.

Github, Joseph Early

November 2022

MIL for Land Cover Classification

Code for my paper "Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification" (NeurIPS 2022: Workshop on Tackling Climate Change with Machine Learning).

Github, Joseph Early

June 2022

MIL for Non-Markovian Reward Modelling

Code for my paper "Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning" (NeurIPS 2022).

Github, Joseph Early

January 2022

MILLI - Multiple Instance Learning Local Interpretations

Code for my paper "Model Agnostic Interpretability for Multiple Instance Learning" (ICLR 2022).

Github, Joseph Early

October 2020

Ensure Clean Notebooks Action

A GitHub action for ensuring that any Jupyter notebooks in a repository have clean metadata.

Github, Joseph Early

June 2020

LatexTable - A Python library for creating Latex tables

Texttable is a Python package that can create simple ASCII tables. This package extends its functionality to allow the table to be directly output in Latex, removing the tedious copy and paste chore. The Latex output matches the table design, and there are utilities for adding table captions and labels.

Github, Joseph Early

July 2019

Online Style Interpolator

A re-implementation of "A Learned Representation For Artistic Style" (Dumoulin et al. 2016). It also includes an extension that wraps the Style Interpolation feature as a web application.