Shypd.aiThe largest open index of AI toolssymbolic_deep_learning provides code for discovering symbolic models from deep learning with inductive biases. It offers an implementation of research combining neural networks with symbolic structures.
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symbolic_deep_learning is an open-source project providing the official implementation for the research paper "Discovering Symbolic Models from Deep Learning with Inductive Biases." This tool enables researchers and developers to explore the integration of symbolic reasoning with deep learning techniques. It supports the development of models that combine neural networks with symbolic structures, offering a novel approach to understanding and interpreting complex deep learning models. The repository includes code for training example models, generating data, and analyzing results, making it a valuable resource for academic research in AI and machine learning.
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