Fraud risk is everywhere, but for companies that advertise online, click fraud can happen at an overwhelming volume, resulting in misleading click data and wasted money.

Symbolic Regression is used for developing ROP model.

EC-KitY: Evolutionary Computation Tool Kit in Python

First practical work for the Natural Computing class at UFMG

An implementation of a symbolic regression model

A symbolic regression tool written in Clojure

Univariate Skeleton Prediction in Multivariate Systems Using Transformers

Haskell implementation of a symbolic regression algorithm. The regression search is done by means of the IT data structure, and the general structure of the algorithm is based on the AInet algorithm (artificial imunne network).

Interpreting Neural Networks through Symbolic Regression

Fit and evaluate nonlinear regression models.

Julia implementation of the GP-NLS algorithm described in the paper "Parameter identifcation for symbolic regression using nonlinear least squares"

Deep Learning and Decision Trees Ensemble Methods based Audiovisual Perceived Quality Models. These models are based on the INRS audiovisual quality dataset that can be found on this GitHub repository.

Greedy Tree Search for Symbolic Regression (SymTree)

A simple tree-based Genetic Programming for symbolic regression in Python

This repository contains the implementation for grammar constrained VAEs for arithmetic equation generation for AI LAB (University of Stuttgart)

Code to reproduce paper by Virgolin and Bosman "Coefficient mutation in the gene-pool optimal mixing evolutionary algorithm for symbolic regression" 2022

This is a symbolic regression algorithm, whereby the Gene Expression Programming served as role model.

Using Genetic programming, an Evolutionary Algorithm, to solve and research the problem of Symbolic regression analysis and Rice Classification.

Master Thesis for M.Sc. Business Education - Pre-Trained Denoising Autoencoders Long Short-Term Memory Networks as probabilistic Models for Estimation of Distribution Genetic Programming