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Symbolic Regression

producing a mathematical expression (symbolic expression) that fits a given tabular data.

Papers

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Title	Date	Tasks	Status	Hype	Score
DALex: Lexicase-like Selection via Diverse Aggregation	Jan 23, 2024	Program SynthesisSymbolic Regression	CodeCode Available	0	5
A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selection	Sep 15, 2017	Program Synthesisregression	CodeCode Available	0	5
Interpreting Microbiome Relative Abundance Data Using Symbolic Regression	Oct 18, 2024	DiagnosticKnowledge Distillation	CodeCode Available	0	5
Context Matters: Adaptive Mutation for Grammars	Mar 25, 2023	Symbolic Regression	CodeCode Available	0	5
MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions	Nov 13, 2023	regressionSymbolic Regression	CodeCode Available	0	5
Interaction-Transformation Evolutionary Algorithm for Symbolic Regression	Feb 11, 2019	regressionSymbolic Regression	CodeCode Available	0	5
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing	Apr 8, 2024	regressionSymbolic Regression	CodeCode Available	0	5
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery	Dec 10, 2019	Explainable Modelsregression	CodeCode Available	0	5
Comparison of Single- and Multi- Objective Optimization Quality for Evolutionary Equation Discovery	Jun 29, 2023	Equation DiscoverySymbolic Regression	CodeCode Available	0	5
In Context Learning and Reasoning for Symbolic Regression with Large Language Models	Oct 22, 2024	In-Context LearningSymbolic Regression	CodeCode Available	0	5

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