Popular GitHub Repositories for Motif

[NeurIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs"

Implementation of Meta-GNN in TensorFlow

Deep Motif (ICLR16)/ Deep Motif Dashboard (PSB17): Visualizing Genomic Sequence Classifications

Dimension UI is a desktop application designed to collect, store, visualize, and analyze real-time data

Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification

surrogate quantitative interpretability for deepnets

An improved method for predicting toxicity of the peptides and designing of non-toxic peptides

MOTIF: Modular Thinking via Reinforcement Fine-tuning in LLMs

MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information (WSDM'22)

Official Code Repository of "Tokenizing Single-Channel EEG with Time-Frequency Motif Learning". arXiv: https://arxiv.org/abs/2502.16060

The TSMD project brings together Motif Discovery methods for Time Series, aiming to compare their performance through well-defined research questions and to simplify their practical use. It provides both guidelines for selecting the most suitable methods based on the data, and accessible implementations of the most relevant approaches.

Scalable mining of multidimensional time series motifs.

Leveraging network motifs to improve artificial neural networks

Scalable mining of multidimensional time series motifs.