Dane Andrew Williamson's Projects
ArdVark is a command line application which uses packet sniffing capabilities to monitor network activity.
Parse arxiv subscription email for interesting papers
Python Scripts which utilize the low latency streaming transcription of the Watson Speech to Text service to generate transcripts of audio files.
Final Project for Autonomous Mobile Robots
Template LaTeX commands and directory structure for a Beamer presentation.
A brute force attack to crack passwords of variable lengths.
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.
Identifying salient image regions in Deep Neural Network Classifications.
Dataset to assess the disentanglement properties of unsupervised learning methods
Repository containing README for about me section.
Repository containing source scripts for personal webpage.
A Repository to keep track of papers involving ML explainability and Model Debugging.
Generative Adversarial Network to generate MNIST digits.
Access GPT3, ChatGPT, and GPT4 straight from your terminal
Mixture of Agents using Groq
Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"
Lime: Explaining the predictions of any machine learning classifier
MixPack is a web-browser based DJ Controller emulator.
CSCI 485 - 01 assignment in assembly language.
Offline Neural Machine Translation
The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)
Processing Pulse Waves in Python.
A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.
A Web-Scraper that extracts GATT Specifications from the SIG Website.
Codebase for testing whether hidden states of neural networks encode discrete structures.
Prolog Assignment for Programming Languages Class (CSCI-485)
This is a twitter bot which is part of a coding challenge. When the user locates and follows the bot, the bot will give the user a direct message containing a clue.
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
Formal Verification of Model Fairness via Interval Bound Propagation