Matthew Sankner's repositories
Document-Chatbot-GPT
Query any web document and retrieve concise answers with citations leveraging the power of LangChain's text splitting, embeddings, and vector storage. Built with Python, GPT 3.5, Langchain, and Gradio.
micrograd
I build the Micrograd autogradient engine, which is a functioning neural network with forward pass, backward propagation, and stochastic gradient descent, all built from scratch. This is derived from the great @karpathy micrograd lecture. Each notebook is complete with Andrei's lecture code and speech, as well as my own code, anecdotes and addition
Test-Case-Creator-GPT3.5-Python
Uses GPT 3.5 (OpenAI API Key) and python to increase test coverage for an app. GPT 3.5 reads relevant data and makes proper and complex inferences as instructed.
AI-Chatbot-NY-Giants-07-Super-Bowl
An AI Chatbot that answers questions about the 2007 New York Giants Super-Bowl winning team. Ask questions, add new information, and get relevant responses about players, games, and key moments.
Axolotl-Adventures
Fine-tuning LLM's with the Axolotl library. Axolotl is a library that aids in fine-tuning LLM's on your dataset by making changes to a yaml file. It's built on the HuggingFace Transformers library.
Bear-Classifier-ML-Model
This repository contains a machine learning model that classifies images of bears. The types of bears it can identify are Polar, Grizzly, Black, and Teddy bears. The model is trained using the FastAI library, and a simple web interface is built using Gradio for users to upload and classify their images.
Custom-Test-Report-Generator-GPT
Generates accurate and custom-structured unit test documentation based on user-uploaded test documentation structure, test case data, and a description of the test through natural language.
EcommerceWebApp-Angular-Firebase
This project is an e-commerce web application, inspired by and based on the real-world website, HockeyMonkey. It uses the Angular Framework, Firebase Realtime Database, Hosting, and Authentication, and RxJS, among others.
micrograd_classifiers
I use my micrograd repo to make increasingly complex binary classifiers while documenting learnings and edits along the way.
I-Sought-I-Found-Web
My website for my final project in my Web1 Class, which focused on HTML, CSS, and some JavaScript, is my version of Max Erickson's website, isoughtifound.com. He runs a Christian Campus Ministry for our Hockey team at Saint Mary's University of MN.