Explore @asgaardlab Open Source projects

Analytics of Software, GAmes And Repository Data (ASGAARD) lab (@asgaardlab)

asgaardlab

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Location 🇨🇦 Canada
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CLIPxGamePhysics

This repository will contain code for the paper "CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning"

LLMxBugs

Official code for the paper "Large Language Models are Pretty Good Zero-Shot Video Game Bug Detectors"

Jupyter Notebook

canvas-visual-bugs-testbed

Visual testing framework for PixiJS applications

21-markos-test_case_similarity_technique-code

Repository with the source code of our technique to analyze a test suite and find similar test cases written in natural language

Jupyter Notebook

done-20-markos-dota2_win_prediction-code

Project to investigate win prediction models for Dota 2 and factors that explain such predictions

Jupyter Notebook

21-markos-test_case_improvement_framework-code

Repository with the source code of our experiments for an automated NLP-based framework to improve test cases written in natural language

Jupyter Notebook

dota2-prediction-models

Repository with code for building, evaluating and explaining Dota 2 prediction models for team victory. Submitted to the artifact evaluation track of the 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment - AIIDE 2020

Jupyter Notebook

OverfitGuard

Replication package of the paper "Keeping Deep Learning Models in Check: A History-Based Approach to Mitigate Overfitting"

Jupyter Notebook

natural-language-test-prioritization

Repository with the source code of our experiments for a multi-objective prioritization approach to optimize the execution of natural language test cases of a game.

Jupyter Notebook

Micro-FL

done-21-arthur-gamedev_qa_websites-code

Replication package for the paper "An Empirical Study of Q&A Websites for Game Developers"

Jupyter Notebook

MLBindings

Replication package for the paper "Bridging the Language Gap: An Empirical Study of Bindings for Open Source Machine Learning Libraries in Software Package Ecosystems"

Jupyter Notebook

sentiment-analysis-Steam_reviews

Repository with data from our study on the causes for misclassifications Steam game reviews

echotest

A tool for identifying discrepancies between audio and subtitles in gameplay videos

done-21-arthur-duplicate_gamedev_questions-code

Replication package for the paper "Analyzing techniques for duplicate detection on Q&A websites for game development"

Jupyter Notebook

wip-21-Mikael-DHPanalysis-code

CmpMLBindings

Replication package for "Studying the Impact of TensorFlow and PyTorch Bindings on Machine Learning Software Quality"

Jupyter Notebook

echotest-benchmark

Files necessary for creating benchmark videos for EchoTest in Unity