AdityaLab

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37 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
•5•15•3•3•Updated Mar 25, 2025Mar 25, 2025
MM4TSA
Public
A professional list on Multi-Modalities For Time Series Analysis (MM4TSA) Papers and Resource.
awesome time-series resources survey forecasting awesome-list multimodal-learning multimodal cross-modality reusing
0•14•0•0•Updated Mar 22, 2025Mar 22, 2025
NeurABM
Public
Python
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MIT License
•1•1•0•0•Updated Mar 8, 2025Mar 8, 2025
OpenTimeR
Public
Python
•0•5•1•0•Updated Mar 5, 2025Mar 5, 2025
tat
Public
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Feb 11, 2025Feb 11, 2025
DeepTime
Public
0•0•0•0•Updated Feb 11, 2025Feb 11, 2025
TimerBed
Public
TypeScript
•0•0•0•0•Updated Feb 6, 2025Feb 6, 2025
MDL-ODE-Missing
Public
R
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Other
•0•1•0•0•Updated Jan 29, 2025Jan 29, 2025
MM-TSFlib
Public
Python
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MIT License
•8•77•5•0•Updated Jan 14, 2025Jan 14, 2025
Time-MMD
Public
Jupyter Notebook
•5•107•1•0•Updated Jan 14, 2025Jan 14, 2025
LPTM
Public
Python
•1•2•0•0•Updated Dec 12, 2024Dec 12, 2024
LLM-TSR
Public
0•0•0•0•Updated Oct 25, 2024Oct 25, 2024
pinnsformer
Public
Python
•27•118•1•0•Updated Oct 20, 2024Oct 20, 2024
HAILS
Public
Jupyter Notebook
•1•5•0•0•Updated Sep 18, 2024Sep 18, 2024
lstprompt
Public
Jupyter Notebook
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MIT License
•3•46•0•0•Updated Jul 30, 2024Jul 30, 2024
FOIL
Public
Python
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MIT License
•3•29•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•19•2•0•Updated Apr 10, 2024Apr 10, 2024
pets
Public
Python
•0•6•0•0•Updated Oct 29, 2023Oct 29, 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•12•0•0•Updated Jan 15, 2023Jan 15, 2023
Flusight-forecast-data
Public
Jupyter Notebook
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Other
•67•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•14•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
•327•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•32•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