symbolic-representation topic

List symbolic-representation repositories

data_efficient_grammar

91
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24
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[ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation

fABBA

40
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8
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A Python library for the fast symbolic approximation of time series

symder

17
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1
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SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations

Geo-DEG

22
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4
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[ICML 2023] Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction

ECG-Representation-Learning

22
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4
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Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision