Sean Aubin's Projects
Single player Alpha Zero implementation
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
An implementation of the Augmented Random Search algorithm
Associative Recognition Model in Nengo
AWS Lambda Julia Lang Runtime
Calculates protien/polymer backbone properties using the Ramachandran number
Basic example of Julia imports
Basic example of Python imports and NamedTuples
Official git repository for Biopython (originally converted from CVS)
Full featured mindmap and outliner app.
Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series
Test repository for experimenting with SetupTools
Minimal reproducible example of a Coala issue
Decision circuits via WTA and Integration
The ARK Core Blockchain Framework. Check https://learn.ark.dev for more information.
Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.
Neural model of progression from counting to memorization addition strategies
Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction
Replicating Convolutional Neural Network-based Place Recognition for STAT946
Learning how to use packages and pytest properly
diff entire directory trees with action hooks
Docker files for various setups
Files like my .bashrc in one place for convenience
Eigenfaces implementation for EE4208 at NTU, including brief analysis
Modelling espresso machine operation using the P programming language
A Blockchain Explorer for ARK using Vue.js and Tailwind CSS.
A small library for parsing chat history from a Facebook data archive.
Fill the SYDE Activity Report automatically
Genetic Algorithm to explore evaluating batch DAGs with OTP