Matthew Taruno's Projects
:sparkles: Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com
Project 2 of the Introduction to AI (CSC242) class. Built a Constraint Satisfaction Engine and used it to solve three Constraint Satisfaction Problems found in the AIMA textbook.
In our research, we aim to discover how we can quantify data literacy expectations from job postings.
EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support
The personal website/portfolio of Hashir Shoaib. Built using React and Bootstrap.
Investigated the effect of human capital on earnings of African immigrants in Stata by cleaning, replicating, and running my own linear regression on the data.
Build a Jekyll blog in minutes, without touching the command line.
This is Matthew Taruno's from scratch implementations of a lot of concepts in ML and statistics. He thinks it is one of the best ways to learn these concepts.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
š¬ Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.29% of bugs in the SWE-bench evaluation set and takes just 1.5 minutes to run.
[ICLR 2024] SWE-Bench: Can Language Models Resolve Real-world Github Issues?
ChatGPT feels like human-computer interaction. In talk-like-you, we explore how to use RAG and in-context-learning to achieve a talking style that emulates our every day human-human interaction on a personal level.
Fourth iteration of my personal website built with Gatsby
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent