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The Top 23 Python Symbolic Regression Open Source Projects

Open source projects categorized as Python Symbolic Regression
Categories > Symbolic Regression
Physo ⭐ 1,669
Physical Symbolic Optimization
most recent commit 4 months ago
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165most recent commit 3 months ago
Gplearn ⭐ 1,441
Genetic Programming in Python, with a scikit-learn inspired API
dependent packages 8total releases 7most recent commit 5 months agopypi gplearn} Downloads
Alphagen ⭐ 236
Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.
most recent commit 5 months ago
Geppy ⭐ 148
A framework for gene expression programming (an evolutionary algorithm) in Python
dependent packages 3total releases 4most recent commit a year agopypi geppy} Downloads
Operon ⭐ 107
C++ Large Scale Genetic Programming
most recent commit 3 months ago
Ec Kity ⭐ 78
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
most recent commit 3 months ago
Glyph ⭐ 74
a python 3 library based on deap providing abstraction layers for symbolic regression problems.
total releases 16most recent commit 3 years ago
Symbolic Regression ⭐ 28
predicting equations from raw data with deep learning
most recent commit 5 years ago
Tpsr ⭐ 25
[NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"
most recent commit 3 months ago
Pyoperon ⭐ 21
Python bindings and scikit-learn interface for the Operon library for symbolic regression.
most recent commit 4 months ago
Hal Cgp ⭐ 20
Cartesian genetic programming (CGP) in pure Python.
total releases 4most recent commit a year ago
Simplegp ⭐ 19
Simple Genetic Programming for Symbolic Regression in Python3
total releases 13most recent commit 2 years ago
Hvae ⭐ 16
An approach for embedding hierarhical structures into a continuous vector space using variational autoencoders.
most recent commit 6 months ago
Ai_physicist ⭐ 15
AI Physicist, a paradigm with algorithms for learning theories from data, by Wu and Tegmark (2019)
most recent commit 3 years ago
Genepro ⭐ 13
A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.
total releases 9most recent commit a year ago
Srsd Benchmark ⭐ 12
Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery
most recent commit 5 months ago
Multimodal Math Pretraining ⭐ 11
[ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training"
most recent commit 3 months ago
Genetic Programming With Rademacher Complexity ⭐ 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
most recent commit 9 months ago
Hroch ⭐ 11
Extremly fast c++/python symbolic regression library based on parallel local search.
total releases 17most recent commit 3 months ago
Pysrurgs ⭐ 8
Symbolic regression by uniform random global search
most recent commit a year ago
Electronegativity Under Pressure ⭐ 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".
most recent commit a year ago
Multiobjective_symbolic_regression ⭐ 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.
most recent commit 3 months ago
The 2 Most Depended On Python Symbolic Regression Open Source Projects
Gplearn ⭐ 1,441
Genetic Programming in Python, with a scikit-learn inspired API
dependent packages 8total releases 7latest release May 03, 2022most recent commit 5 months agopypi gplearn} Downloads
Geppy ⭐ 148
A framework for gene expression programming (an evolutionary algorithm) in Python
dependent packages 3total releases 4latest release September 21, 2021most recent commit a year agopypi geppy} Downloads
The 8 Latest Releases In Python Symbolic Regression Open Source Projects
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165latest release August 21, 2023most recent commit 3 months ago
Hroch ⭐ 11
Extremly fast c++/python symbolic regression library based on parallel local search.
total releases 17latest release August 12, 2023most recent commit 3 months ago
Gplearn ⭐ 1,441
Genetic Programming in Python, with a scikit-learn inspired API
dependent packages 8total releases 7latest release May 03, 2022most recent commit 5 months agopypi gplearn} Downloads
Geppy ⭐ 148
A framework for gene expression programming (an evolutionary algorithm) in Python
dependent packages 3total releases 4latest release September 21, 2021most recent commit a year agopypi geppy} Downloads
Simplegp ⭐ 19
Simple Genetic Programming for Symbolic Regression in Python3
total releases 13latest release June 30, 2021most recent commit 2 years ago
Hal Cgp ⭐ 20
Cartesian genetic programming (CGP) in pure Python.
total releases 4latest release May 12, 2021most recent commit a year ago
Glyph ⭐ 74
a python 3 library based on deap providing abstraction layers for symbolic regression problems.
total releases 16latest release July 10, 2019most recent commit 3 years ago
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