Projects in Awesome Lists by AdityaLab
A curated list of projects in awesome lists by AdityaLab .
https://github.com/adityalab/samay
State-of-art Foundational Time-series models
deep-learning foundation-models machine-learning neural-networks pytorch time-series time-series-analysis
Last synced: 04 Apr 2025
https://github.com/adityalab/gradabm
[AAMAS 2023] Differentiable Agent-based Epidemiology
covid-19 differentiable-agent-based-modeling differentiable-simulators epidemiology machine-learning scientific-machine-learning
Last synced: 04 Apr 2025
https://github.com/adityalab/epifnp
Official repo to paper
epidemiology functional-neural-processes neural-processes pytorch uncertainty-quantification
Last synced: 04 Apr 2025
https://github.com/adityalab/mm4tsa
A professional list on Multi-Modalities For Time Series Analysis (MM4TSA) Papers and Resource.
awesome awesome-list cross-modality forecasting foundation-models large-language-models multimodal multimodal-learning multimodal-time-series resources reusing survey time-series
Last synced: 26 Mar 2025
https://github.com/adityalab/back2future
Link to Back2Future code.
deep-learning epidemiology graph-neural-networks
Last synced: 04 Apr 2025
https://github.com/adityalab/einns
[AAAI-23] Epidemiologically-informed Neural Networks
deep-learning machine-learning physics-informed-neural-networks pytorch science-based-deep-learning
Last synced: 04 Apr 2025
https://github.com/adityalab/aaai-23-ai4epi-tutorial
AAAI-23 Tutorial: AI for Data-Centric Epidemic Forecasting
Last synced: 04 Apr 2025
https://github.com/adityalab/cali-net
[AAAI-21] Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19
Last synced: 04 Apr 2025
https://github.com/adityalab/kdd-22-epi-tutorial
Materials for the KDD 2022 tutorial on Data-centric Epidemic Forecasting
Last synced: 04 Apr 2025
https://github.com/adityalab/f4sg-epi-workshop
Materials for the Workshop on Data-driven Computational Epidemic Forecasting for West African Countries
Last synced: 04 Apr 2025
https://github.com/adityalab/h2abm
Code & Demo for SDM24 Submission: H^2ABM: Heterogeneous Agent-based model on Hypergraphs to Capture Group Interactions
Last synced: 04 Apr 2025
https://github.com/adityalab/uva-hypergraph
Anonymized UVA Contact Networks in Hypergraph
Last synced: 04 Apr 2025
https://github.com/adityalab/cut-n-reveal
This project is multivariate time-series segmentation and explaining segmentation to specifically work for hurricane power failure sequences
Last synced: 04 Apr 2025