[ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation
A Python library for the fast symbolic approximation of time series
[ICML 2023] Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction
Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision
SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations
Time series analysis with LLM-ABBA: A symbolic approach
The project focuses on automatic music generation. It was done during Bachelor Thesis at VGU in 2023.
MSAX - Symbolic Aggregate Approximation For Multivariate Time Series
📡🧬 sig2dna: Symbolic transformation of analytical signals into a DNA-like code for signal alignment and classification, blind source separation, pattern recognition, and more.
RED CoMETS: an ensemble classifier for symbolically represented multivariate time series
sig2dna transforms complex 1D analytical signals into DNA-like symbolic sequences, enabling efficient alignment and classification. This Python module supports various analytical techniques and is ideal for identifying substances in recycled materials. 🐙✨
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