AdityaLab

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32 repositories

Samay
Public
State-of-art Foundational Time-series models
machine-learning deep-learning time-series pytorch neural-networks time-series-analysis foundation-models
TypeScript
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Apache License 2.0
•1•5•0•0•Updated Dec 13, 2024Dec 13, 2024
LPTM
Public
Python
•1•1•0•0•Updated Dec 12, 2024Dec 12, 2024
NeurABM
Public
Python
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MIT License
•0•0•0•0•Updated Nov 28, 2024Nov 28, 2024
LLM-TSR
Public
0•0•0•0•Updated Oct 25, 2024Oct 25, 2024
pinnsformer
Public
Python
•19•90•0•0•Updated Oct 20, 2024Oct 20, 2024
HAILS
Public
Jupyter Notebook
•1•4•0•0•Updated Sep 18, 2024Sep 18, 2024
MM-TSFlib
Public
Python
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MIT License
•6•63•2•0•Updated Aug 16, 2024Aug 16, 2024
Time-MMD
Public
Jupyter Notebook
•4•79•1•0•Updated Aug 16, 2024Aug 16, 2024
lstprompt
Public
Jupyter Notebook
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MIT License
•3•38•0•0•Updated Jul 30, 2024Jul 30, 2024
FOIL
Public
Python
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MIT License
•3•28•1•0•Updated Jul 25, 2024Jul 25, 2024
MM-TSTlib
Public
0•0•0•0•Updated Jun 5, 2024Jun 5, 2024
H2ABM
Public
Code & Demo for SDM24 Submission: H^2ABM: Heterogeneous Agent-based model on Hypergraphs to Capture Group Interactions
Python
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MIT License
•0•0•1•0•Updated Apr 23, 2024Apr 23, 2024
UVA-Hypergraph
Public
Anonymized UVA Contact Networks in Hypergraph
MIT License
•0•0•0•0•Updated Apr 23, 2024Apr 23, 2024
GradABM
Public
[AAMAS 2023] Differentiable Agent-based Epidemiology
machine-learning epidemiology scientific-machine-learning differentiable-agent-based-modeling differentiable-simulators covid-19
Python
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MIT License
•4•16•2•0•Updated Apr 10, 2024Apr 10, 2024
pets
Public
Python
•0•5•0•0•Updated Oct 29, 2023Oct 29, 2023
MDL-ODE-Missing
Public
R
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Other
•0•1•0•0•Updated Apr 4, 2023Apr 4, 2023
aaai-23-ai4epi-tutorial
Public
AAAI-23 Tutorial: AI for Data-Centric Epidemic Forecasting
MIT License
•1•4•0•0•Updated Feb 9, 2023Feb 9, 2023
EpiFNP
Public
Official repo to paper
epidemiology uncertainty-quantification neural-processes functional-neural-processes pytorch
Python
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MIT License
•5•11•0•0•Updated Jan 15, 2023Jan 15, 2023
Flusight-forecast-data
Public
Jupyter Notebook
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Other
•66•0•0•0•Updated Dec 5, 2022Dec 5, 2022
EINNs
Public
[AAAI-23] Epidemiologically-informed Neural Networks
science-based-deep-learning physics-informed-neural-networks machine-learning deep-learning pytorch
Python
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MIT License
•11•12•1•0•Updated Dec 2, 2022Dec 2, 2022
covid19-forecast-hub
Public
Projections of COVID-19, in standardized format
Jupyter Notebook
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Other
•325•0•0•0•Updated Nov 8, 2022Nov 8, 2022
HAI-Spectral
Public
Python
•0•0•0•0•Updated Nov 6, 2022Nov 6, 2022
PROFHiT
Public
Python
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MIT License
•9•31•2•0•Updated Nov 3, 2022Nov 3, 2022
kdd-22-epi-tutorial
Public
Materials for the KDD 2022 tutorial on Data-centric Epidemic Forecasting
MIT License
•1•2•0•0•Updated Aug 14, 2022Aug 14, 2022
f4sg-epi-workshop
Public
Materials for the Workshop on Data-driven Computational Epidemic Forecasting for West African Countries
data-science epidemiology
HTML
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MIT License
•1•2•0•0•Updated Mar 25, 2022Mar 25, 2022
Back2Future
Public
Link to Back2Future code.
deep-learning epidemiology graph-neural-networks
Python
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MIT License
•2•7•0•0•Updated Feb 23, 2022Feb 23, 2022
CAMul
Public
Python
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MIT License
•10•14•0•0•Updated Feb 18, 2022Feb 18, 2022
DIHEN
Public
Jupyter Notebook
•0•0•0•0•Updated Nov 15, 2021Nov 15, 2021
RaTSS
Public
Python
•1•2•0•0•Updated Nov 2, 2021Nov 2, 2021
Cut-n-Reveal
Public
This project is multivariate time-series segmentation and explaining segmentation to specifically work for hurricane power failure sequences
MATLAB
•0•0•0•0•Updated Oct 6, 2021Oct 6, 2021