PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.
☆872Feb 25, 2025Updated last year
Alternatives and similar repositories for pmlb
Users that are interested in pmlb are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.☆212Oct 25, 2017Updated 8 years ago
- A living benchmark framework for symbolic regression☆315Jun 12, 2026Updated last month
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆128Jun 10, 2025Updated last year
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆421Feb 10, 2023Updated 3 years ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,049Sep 11, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Synthesis with Metaheuristics - Genetic Programming in Scala☆15Oct 4, 2019Updated 6 years ago
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆82Nov 4, 2024Updated last year
- a feature engineering wrapper for sklearn☆53Jun 11, 2020Updated 6 years ago
- Python bindings and scikit-learn interface for the Operon library for symbolic regression.☆80Updated this week
- SR based on LLMs.☆133Nov 13, 2022Updated 3 years ago
- Meta-learning approach for human-interpretable formulas generation☆10Apr 24, 2020Updated 6 years ago
- Relief Based Algorithms of ReBATE implemented in Python with Cython optimization. This repository is no longer being updated. Please see…☆32May 22, 2018Updated 8 years ago
- OpenML AutoML Benchmarking Framework☆462Jul 13, 2026Updated last week
- C++ Large Scale Genetic Programming☆211Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A feature engineering automation tool for learning data representations☆37Mar 7, 2025Updated last year
- a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.☆25Jan 27, 2020Updated 6 years ago
- Fast Function Extraction☆86Jul 6, 2025Updated last year
- A deep learning framework for symbolic optimization.☆735Jan 23, 2026Updated 5 months ago
- Datasets and notebooks☆13Oct 26, 2016Updated 9 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,775Apr 8, 2026Updated 3 months ago
- python-wrapped version of ellen, a linear genetic programming system for symbolic regression and classification.☆61Oct 27, 2022Updated 3 years ago
- A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.☆1,265Jun 6, 2018Updated 8 years ago
- Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"☆109Sep 2, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆69Aug 5, 2020Updated 5 years ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,161Jul 10, 2026Updated last week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,398Feb 19, 2025Updated last year
- Blazing fast symbolic regresison☆76Oct 10, 2019Updated 6 years ago
- Fast Genetic Programming☆11Oct 10, 2019Updated 6 years ago
- Genetic Programming in Python, with a scikit-learn inspired API☆1,871Jan 10, 2026Updated 6 months ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,113Jun 29, 2026Updated 3 weeks ago
- Multi Expression Programming - evolutionary library for data analysis (symbolic regression, classification and time series)☆21Feb 2, 2026Updated 5 months ago
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,433Aug 20, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A game theoretic approach to explain the output of any machine learning model.☆25,623Updated this week
- Performance of various open source GBM implementations☆224Feb 17, 2026Updated 5 months ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,169Jul 9, 2026Updated last week
- Automated Machine Learning with scikit-learn☆8,121Jun 29, 2026Updated 3 weeks ago
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,843Mar 18, 2024Updated 2 years ago
- Fit interpretable models. Explain blackbox machine learning.☆6,897Jul 13, 2026Updated last week
- Sequential model-based optimization with a `scipy.optimize` interface☆2,829Feb 23, 2024Updated 2 years ago