Name: Joseph Imperial
Type: User
Company: University of Bath
Bio: Working on NLP/NLG for Education. Doctoral Researcher at UKRI CDT in Accountable, Responsible, and Transparent AI at the University of Bath, UK.
Twitter: josephimperial_
Location: United Kingdom
Blog: https://www.josephimperial.com
Joseph Imperial's Projects
Code for "Decoding Methods for Neural Narrative Generation"
An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Just another repository
Hierarchical Attention Networks for document classification
This repository contains all the resources and solution to quizzes given and asked in IBM Data Science Professional Certification.
Statistics for Data Science with Python
Easily fine tune GPT-2 to fill in missing text
My personal repository
This code accompanies the paper "Information-Theoretic Probing for Linguistic Structure" published in ACL 2020.
Materials for the MSc Thesis "Interpreting Neural Language Models for Linguistic Complexity Assessment" and related works.
Notebooks and code for the book "Introduction to Machine Learning with Python"
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Jupyter metapackage for installation, docs and chat
Create beautiful, publication-quality books and documents from computational content.
K-Means Clustering with Principal Component Analysis
Build unigram and bigram language models, implement Laplace smoothing and use the models to compute the perplexity of test corpora.
LectureBank Dataset
Determine lexical similarity scores of spoken languages pairs based on Levenshtein Distance of common keywords
LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment
Code used for the paper "Linguistic Features for Readability Assessment" (Deutsch, Jasbi, and Shieber 2020)
Inference code for LLaMA models
The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020
Machine Learning applied to Natural Language Processing Toolkit used in the Lisbon Machine Learning Summer School
Some implementations of data mining algorithms
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
Malasakit is a customizable participatory assessment platform that collects and integrates quantitative assessment, qualitative feedback, and peer-to-peer collaborative filtering on ways local communities can become better prepared for typhoons and floods.
Play with the solutions to the multi-armed-bandit problem.
Putting GaelVaroquaux's mutual_info gist in a project until it has a better home.