Shashank Yadav's repositories
Awesome-GNN4TS
📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759
BARTSmiles
BARTSmiles, generative masked language model for molecular representations
ContraLSP
[ICLR'24] Official PyTorch Implementation of ContraLSP
example-notebooks
examples for using Neurodesk within Notebooks
featuretimeattention
Code for AMIA 2023 Poster
foss
rendered MkDocs webpages:
GML2023
Graph Machine Learning course, Xavier Bresson, 2023
HIRID-ICU-Benchmark
Repository for the HiRID ICU Benchmark (HiB) project
iTransformer
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
learninghuggingface
Learning the huggingface universe and some LLMs over the summer of 2024.
MILTimeSeriesClassification
Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)
nsf-proposal
LaTeX samples for NSF Research.gov Proposal Submission. For more information about Research.gov Proposal Submission visit https://www.research.gov/research-web/content/aboutpsm Feedback syee@nsf.gov
SELFormer
SELFormer: Molecular Representation Learning via SELFIES Language Models
SimTSC
[SDM 2022] Towards Similarity-Aware Time-Series Classification
spacetimeformer
Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."
STAR
[ECCV 2020] Code for "Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction"
Time-Series-Library
A Library for Advanced Deep Time Series Models.
time_interpret
Unified Model Interpretability Library for Time Series
TimeX
Time series explainability via self-supervised model behavior consistency
TimeXplusplus
[ICML'24] Official PyTorch Implementation of TimeX++
TodyNet
TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification