MLSys group, UVA

All

19 repositories

DS7406-Spring-2025
Public
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated Jan 17, 2025Jan 17, 2025
gpce-covid
Public
Interpreting County-Level COVID-19 Infections using Transformer and Deep Learning Time Series Models
deep-learning time-series forecasting time-series-analysis interpretable-machine-learning covid-19 temporal-fusion-transformer
Jupyter Notebook
•1•1•0•0•Updated Jan 15, 2025Jan 15, 2025
DSCS7406-Spring-2024
Public
DS7406 - Machine Learning Systems course repository
machine-learning system
Jupyter Notebook
•1•0•0•0•Updated Jan 14, 2025Jan 14, 2025
UVA-MLSys.github.io
Public
Organization homepage
HTML
•0•0•0•0•Updated Jan 13, 2025Jan 13, 2025
COVID-19-age-groups
Public
Interpreting age groups impact on COVID-19 using deep learning timeseries models
forecasting temporal-analysis interpretation covid-19 local-interpretation deep-learning time-series
Jupyter Notebook
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Apache License 2.0
•1•1•0•0•Updated Dec 23, 2024Dec 23, 2024
Financial-Time-Series
Public
Time series models (Transformer, Foundation Models) for Financial data
finance transformer financial-analysis financial-aid timeseries-forecasting foundation-models
Jupyter Notebook
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Apache License 2.0
•1•3•0•0•Updated Dec 21, 2024Dec 21, 2024
AI-for-Astronomy
Public
A novel Cloud-based Astronomy framework for data parallel AI model inference on AWS
cloud aws-lambda astronomy data-parallelism
Jupyter Notebook
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Apache License 2.0
•4•0•0•0•Updated Dec 14, 2024Dec 14, 2024
Timeseries-Explained
Public
Interpreting Deep Learning timeseries models using Local Interpretation methods
Jupyter Notebook
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MIT License
•2•0•0•0•Updated Dec 12, 2024Dec 12, 2024
DS5110_Fall_2024
Public
Big Data Systems - School of Data Science
Jupyter Notebook
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MIT License
•4•4•0•1•Updated Dec 12, 2024Dec 12, 2024
ML-conferences
Public
List of ML conferences with important dates and accepted paper list
CSS
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MIT License
•6•0•0•0•Updated Nov 12, 2024Nov 12, 2024
Financial-Aid
Public
Forecasting financial aid needed by UVA undergraduate students using probabilistic time series models
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated Oct 24, 2024Oct 24, 2024
Big-Data-Systems
Public
DS5110 Big Data Systems
data-science big-data
Jupyter Notebook
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Apache License 2.0
•10•2•1•0•Updated Sep 25, 2024Sep 25, 2024
ETM
Public
A model that can accurately classify the online readers of an academic publisher as being high- or low-quality based on their early-stage engagement profiles.
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Mar 5, 2024Mar 5, 2024
SurrogateSimulation
Public
Surrogate Simulation For Earthquake Modeling And Prediction
Jupyter Notebook
•1•0•0•0•Updated Sep 19, 2023Sep 19, 2023
emergency_vehicle_classification
Public
Jupyter Notebook
•0•0•0•0•Updated Sep 7, 2023Sep 7, 2023
DataAndLiterature
Public
HTML
•0•0•0•1•Updated Sep 6, 2023Sep 6, 2023
Interpretable-Timeseries
Public
Timeseries interpretation techniques and literature
timeseries interpretable-machine-learning
GNU General Public License v3.0
•1•0•2•1•Updated Aug 17, 2023Aug 17, 2023
MLCommons-AV
Public
A Simple PointPillars PyTorch Implementation for 3D Lidar(KITTI) Detection.
kitty pointpillars lidar-detection
Python
•0•0•0•0•Updated Aug 10, 2023Aug 10, 2023
HySec-Flow
Public
Privacy-Preserving Genomic Computing with SGX-based Big-Data Analytics Framework
C
•1•0•0•0•Updated Dec 2, 2022Dec 2, 2022