Luke Kurlandski's repositories

MDALTH

MDALTH: Modular Deep Active Learning on Torch & Huggingface

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ActiveLearning

Run and analyze active learning text classification experiments. Build on machine learning technology from Scikit-Learn, ModAL, huggingface, and gensim. Highly parallelized to run a high performance computer or your local machine. Used to publish papers in peer-reviewed conferences.

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AdversarialEvasion

CSEC-720: Deep Learning Security Project II

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caduceus

Bi-Directional Equivariant Long-Range DNA Sequence Modeling

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Concept-Learner

Concept learning for CSC 426

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CSC-445-Homework

Luke and Matthew's location for sharing homework files, as part of our group.

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CSC380-Artificial-Intelligence

All homework assignments for CSC-380, Artificial Intelligence

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Newport-Hologram-Creation

Object oriented GUI system to control machinery, process images, and create holograms.

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FSA-Recognizer

CSC-427: Natural Language Processing

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HuggingBadge

An implementation of the BADGE batch active learning algorithm.

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LUtils

I often find myself implementing the same functionality across multiple projects. Here is a collection of utilities that I commonly need.

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MalConv2

Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection

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MalwareDatasetManager

A bunch of scripts across various platforms to help me manage creating malware datasets.

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MemoryMappingIssue

A minimalist example of some strangeness

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modAL

A modular active learning framework for Python

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PalmTree

Offical Implementation for PalmTree

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pefile

pefile is a Python module to read and work with PE (Portable Executable) files

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Perceptron-Learner

A basic perceptron learner configured to classify data from the iris dataset.

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research

A temporary location for my research notes and such until I work out a better solution.

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SLURMY

Demonstration of using SLURM for large model training.

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test

Garbage repo for testing out dangerous git stuff ;)

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Tic-Tac-Toe-Learner

A tic-tac-toe game for CSC426

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WebsiteFingerprinting

Use deep learning to perform website fingerprinting.

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