Dane Andrew Williamson's repositories
AudioTranscription
Python Scripts which utilize the low latency streaming transcription of the Watson Speech to Text service to generate transcripts of audio files.
BruteForceAttack
A brute force attack to crack passwords of variable lengths.
Beamer-Scaffold
Template LaTeX commands and directory structure for a Beamer presentation.
dwil2444.github.io
Repository containing source scripts for personal webpage.
DNN_Attention
Identifying salient image regions in Deep Neural Network Classifications.
SIG_Scraper
A Web-Scraper that extracts GATT Specifications from the SIG Website.
arxiv-parser
Parse arxiv subscription email for interesting papers
Autonomous_Recognition_Mapping
Final Project for Autonomous Mobile Robots
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
CWOX
A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.
dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
Explainability_Debugging
A Repository to keep track of papers involving ML explainability and Model Debugging.
gpt-cli
Access GPT3, ChatGPT, and GPT4 straight from your terminal
hvae-oodd
Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"
lime
Lime: Explaining the predictions of any machine learning classifier
NMT_Mobile
Offline Neural Machine Translation
NVAE
The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)
PW_Processing
Processing Pulse Waves in Python.
PyTorchRelevancePropagation
A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.
structural-probes
Codebase for testing whether hidden states of neural networks encode discrete structures.
Twitter-AutoDM
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.
vae_vampprior
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
verifiable-model-fairness
Formal Verification of Model Fairness via Interval Bound Propagation
Viruses
A collection of viruses