Name: John Giorgi
Type: User
Company: University of Toronto
Bio: CS Ph.D. student at the University of Toronto/Donnelly Centre/@VectorInstitute. Previous intern @allenai. Currently building @abridgeai
Twitter: johnmgiorgi
Location: Toronto, Canada
Blog: johngiorgi.github.io
John Giorgi's Projects
A simple Python script to walk your thought the 7 minute workout
Alfred is SMS chatbot written in Python. Incoming SMS sent to a Twilio phone number are routed to the app, which intelligently generates a response (SMS to the sender) and an action (e.g. turning off the lights in your home)
An open-source NLP research library, built on PyTorch.
Officially supported AllenNLP models
⚡️ AllenNLP plugin for adding subcommands to use Optuna, making hyperparameter optimization easy
If you are forking please do not forget to star the repo
BARTScore: Evaluating Generated Text as Text Generation
A series of bioinformatics scripts I wrote for the dry-lab team of Corradi Lab (University of Ottawa) whom I am completing my honours project with.
Tools for curating biomedical training data for large-scale language modeling
A scraper for bioRxiv
A boilerplate for the freeCodeCamp curriculum.
A boilerplate for a freeCodeCamp project.
brat rapid annotation tool (brat) - for all your textual annotation needs
A simple script for converting the ChemProt corpus to Brat standoff format.
Software designed to identify and monitor social/historical cues for short term stock movement
Convolutional Neural Network for Text Classification in Tensorflow
A Ruby gem that beautifies the terminal's ls command, with color and font-awesome icons. :tada:
A PyTorch implementation of the Compact Multi-Head Self-Attention Mechanism from the paper: "Low Rank Factorization for Compact Multi-Head Self-Attention"
Course notes for CSC412/2506 Winter 2019: Probabilistic Learning and Reasoning
Course notes for CSC413/2516 Winter 2020: Neural Networks and Deep Learning
University of Toronto's Capstone Design Course
Contains all examples of our "Interactive & Dynamic Force-Directed Graphs with D3" blog post
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
Compiled notes for the deeplearning.ai specialization on Coursera.
DiscoScore: Evaluating Text Generation with BERT and Discourse Coherence
My personal . files
A transformer-based model for extensive multi-tasking of various clinical NLP tasks.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent