Genetic Programming in Python, with a scikit-learn inspired API
☆1,819Jan 10, 2026Updated 2 months ago
Alternatives and similar repositories for gplearn
Users that are interested in gplearn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Distributed Evolutionary Algorithms in Python☆6,353Nov 16, 2025Updated 4 months ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,047Sep 11, 2025Updated 6 months ago
- A framework for gene expression programming (an evolutionary algorithm) in Python☆219Mar 11, 2025Updated last year
- A deep learning framework for symbolic optimization.☆716Jan 23, 2026Updated 2 months ago
- A living benchmark framework for symbolic regression☆300Oct 21, 2025Updated 5 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- High-Performance Symbolic Regression in Python and Julia☆3,448Updated this week
- 改进gplearn,主要使用在股票公式挖掘☆101May 19, 2020Updated 5 years ago
- Mining technical factors based on symbolic regression via genetic algorithm☆216Apr 26, 2023Updated 2 years ago
- Use evolutionary algorithms instead of gridsearch in scikit-learn☆773Feb 10, 2024Updated 2 years ago
- Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.☆1,045Dec 18, 2024Updated last year
- A Genetic Programming platform for Python with TensorFlow for wicked-fast CPU and GPU support.☆164Oct 31, 2022Updated 3 years ago
- Automatic extraction of relevant features from time series:☆9,151Nov 15, 2025Updated 4 months ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,816Feb 23, 2024Updated 2 years ago
- Automated Machine Learning with scikit-learn☆8,072Jan 20, 2026Updated 2 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Tiny Genetic Programming in Python.☆106Mar 1, 2023Updated 3 years ago
- a python 3 library based on deap providing abstraction layers for symbolic regression problems.☆94Oct 14, 2021Updated 4 years ago
- An open source python library for automated feature engineering☆7,626Feb 3, 2026Updated last month
- 对GPLearn完成了三维改造,并且增加了IC,IR,RankIC等指标,增加了样本内样本外的数据保存,增加了基于IC追踪所有generation中符合要求的因子并保存的功能。☆156Jul 1, 2023Updated 2 years ago
- Open source time series library for Python☆2,141Oct 24, 2023Updated 2 years ago
- Genetic feature selection module for scikit-learn☆325Jan 20, 2024Updated 2 years ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,124Jan 24, 2026Updated 2 months ago
- Symbolic regression is the task of identifying a mathematical expression that best fits a provided dataset of input and output values. In…☆57Nov 19, 2021Updated 4 years ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,092Feb 2, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- python-wrapped version of ellen, a linear genetic programming system for symbolic regression and classification.☆61Oct 27, 2022Updated 3 years ago
- Performance analysis of predictive (alpha) stock factors☆4,188Feb 12, 2024Updated 2 years ago
- ☆740Jul 9, 2024Updated last year
- ☆212May 13, 2016Updated 9 years ago
- The machine learning toolkit for time series analysis in Python☆3,126Mar 19, 2026Updated last week
- An open source python library for automated feature engineering based on Genetic Programming☆158Dec 14, 2025Updated 3 months ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,615Mar 16, 2026Updated last week
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,512Mar 6, 2025Updated last year
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆489Aug 11, 2017Updated 8 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Python implementations of the Boruta all-relevant feature selection method.☆1,623Nov 13, 2025Updated 4 months ago
- predicting equations from raw data with deep learning☆57Nov 7, 2018Updated 7 years ago
- PyTorch implementation of the EQL network, a neural network for symbolic regression☆42Apr 14, 2021Updated 4 years ago
- A library of sklearn compatible categorical variable encoders☆2,488Mar 1, 2026Updated 3 weeks ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,546Updated this week
- 本文通过gplearn模型,结合遗传算法中的遗传规划方法生成因子。这里因子生成基于simple-backtest中的简单回测系统,主要针对股指期货操作。☆148Dec 29, 2023Updated 2 years ago
- Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).☆2,182Jul 9, 2025Updated 8 months ago