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graph_autoencoder_based_imputation_summary

graph_convolutional_lstm

Traffic Graph Convolutional Recurrent Neural Network

graph_convolutional_networks_node_classification

grin

Code for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks"

hackathon-summer-2020

Data and details for University of Rochester Biomedical Data Science Hackathon

hackathon-summer-2021

UR Data Science Prediction Challenge Summer 2021

ignnk

magnn

materials-design-ontology

An Ontology for the Materials Design Domain

math-3040-mathematics-in-machine-learning

midaspy

Python package for missing-data imputation with deep learning

neural_decomposition

Neural Decomposition Code for Time Series

pizza-ontology

The pizza ontology

predict-clinical-insomnia-among-cancer-survivors-using-machine-learning-approaches-

pvplr-stgnn

Source codes for Python package PVplr-stGNN

pygcn

Graph Convolutional Networks in PyTorch

pylode

An OWL ontology documentation tool using Python and templating, based on LODE

saits

The official code repository for paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) imputation model with effeciency.

search-tweets-python

Python client for the Twitter search endpoints (v2/Labs/premium/enterprise). Now supports Twitter API v2 /recent and /all search endpoints.

serenade

Session-based recommender system: Serenade

shift-robust-gnns

"Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data" (NeurIPS 21')

spatiotemporal_datasets

Spatiotemporal datasets collected for network science, deep learning and general machine learning research.

sssd

Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'

st-gtrend

Parallel-friendly Spatio-Temporal Graph Learning for Large-scale Photovoltaic Degradation Analysis

statistical_learning

stfgnn

Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)

stgae

Code repo for Spatio-Temporal Denoising Graph Autoencoder (STD-GAE)

stgcn-pytorch

PyTorch implementation of STGCN

stgcn_ijcai-18

Spatio-Temporal Graph Convolutional Networks

time-series-work-conference

Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, etc.)