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Search results for python symbolic regression
python
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symbolic-regression
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24 search results found
Physo
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1,669
Physical Symbolic Optimization
Pysr
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1,580
High-Performance Symbolic Regression in Python and Julia
Gplearn
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1,441
Genetic Programming in Python, with a scikit-learn inspired API
Alphagen
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236
Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.
Geppy
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148
A framework for gene expression programming (an evolutionary algorithm) in Python
Operon
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107
C++ Large Scale Genetic Programming
Ec Kity
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78
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
Glyph
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74
a python 3 library based on deap providing abstraction layers for symbolic regression problems.
Symbolic Regression
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28
predicting equations from raw data with deep learning
Tpsr
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25
[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
Pyoperon
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21
Python bindings and scikit-learn interface for the Operon library for symbolic regression.
Hal Cgp
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20
Cartesian genetic programming (CGP) in pure Python.
Simplegp
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19
Simple Genetic Programming for Symbolic Regression in Python3
Hvae
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16
An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.
Ai_physicist
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15
AI Physicist, a paradigm with algorithms for learning theories from data, by Wu and Tegmark (2019)
Genepro
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13
A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.
Srsd Benchmark
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12
Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery
Multimodal Math Pretraining
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11
[ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training"
Genetic Programming With Rademacher Complexity
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11
Code for the GP-RC algorithm presented in "Genetic Programming with Rademacher Complexity for Symbolic Regression" (IEEE CEC2019). Paper Link: https://ieeexplore.ieee.org/document/8790341
Hroch
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11
Extremly fast c++/python symbolic regression library based on parallel local search.
Pysrurgs
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8
Symbolic regression by uniform random global search
Electronegativity Under Pressure
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6
This repo provides code and data to reproduce the results in the paper for "Electron Transfer Rules of Minerals under Pressure informed by Machine Learning".
Multiobjective_symbolic_regression
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6
This is a Python library that implements a Multi-objective Symbolic Regression algorithm. It can be used as a Machine Learning algorithm to create predictive models in the form of mathematical expressions.
Med
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5
Autonomously driving equation discovery, from the micro to the macro, from laptops to supercomputers.
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