optimization routines for hyperparameter tuning
☆425Nov 25, 2023Updated 2 years ago
Alternatives and similar repositories for optunity
Users that are interested in optunity are comparing it to the libraries listed below
Sorting:
- HPOlib is a hyperparameter optimization library. It provides a common interface to three state of the art hyperparameter optimization pac…☆166Sep 20, 2018Updated 7 years ago
- Spearmint Bayesian optimization codebase☆1,564Dec 27, 2019Updated 6 years ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,811Feb 23, 2024Updated 2 years ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,618Feb 8, 2026Updated 2 weeks ago
- 🦅Hyperparameter optimization for machine learning pipelines 🦅☆73Nov 29, 2020Updated 5 years ago
- A little library for text analysis with RNNs.☆537Sep 10, 2018Updated 7 years ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,049Sep 11, 2025Updated 5 months ago
- A global, black box optimization engine for real world metric optimization.☆1,319Mar 24, 2023Updated 2 years ago
- Hyper-parameter optimization for sklearn☆1,646Apr 15, 2025Updated 10 months ago
- RoBO: a Robust Bayesian Optimization framework☆489Apr 30, 2019Updated 6 years ago
- Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimizati…☆1,394Jul 21, 2017Updated 8 years ago
- A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.☆1,266Jun 6, 2018Updated 7 years ago
- Hyperparameter optimization for neural networks☆48Oct 8, 2013Updated 12 years ago
- A library that allows serialization of SciKit-Learn estimators into PMML☆72Sep 27, 2019Updated 6 years ago
- SigOpt wrappers for scikit-learn methods☆75Aug 22, 2023Updated 2 years ago
- Python implementation of nonparametric nearest-neighbor-based estimators for divergences between distributions.☆48Mar 13, 2017Updated 8 years ago
- Exploring differentiation with respect to hyperparameters☆296Jan 15, 2016Updated 10 years ago
- Automated Machine Learning with scikit-learn☆8,058Jan 20, 2026Updated last month
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,082Feb 2, 2026Updated 3 weeks ago
- A Theano framework for building and training neural networks☆1,154Feb 19, 2019Updated 7 years ago
- Open source time series library for Python☆2,140Oct 24, 2023Updated 2 years ago
- Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning☆3,170Aug 30, 2021Updated 4 years ago
- SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization☆1,214Updated this week
- Efficiently computes derivatives of NumPy code.☆7,460Updated this week
- Framework for setting up predictive analytics services☆488Apr 15, 2023Updated 2 years ago
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,845Mar 18, 2024Updated last year
- Code for "So similar and yet incompatible: Toward the automated identification of semantically compatible words" in NAACL 2015 proceedi…☆11May 11, 2015Updated 10 years ago
- A Python implementation of global optimization with gaussian processes.☆8,555Feb 17, 2026Updated last week
- Use evolutionary algorithms instead of gridsearch in scikit-learn☆771Feb 10, 2024Updated 2 years ago
- Kayak is a library for automatic differentiation with applications to deep neural networks.☆229Aug 22, 2017Updated 8 years ago
- Rectified Factor Networks☆37Oct 16, 2019Updated 6 years ago
- A Library for Ensemble Learning Using Support Vector Machines☆105May 21, 2014Updated 11 years ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,116Jan 24, 2026Updated last month
- Robust Ensemble of SVMs☆21Mar 10, 2014Updated 11 years ago
- Python Approximate Nearest Neighbor Search in very high dimensional spaces with optimised indexing.☆216Oct 7, 2021Updated 4 years ago
- Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.☆1,206Feb 7, 2021Updated 5 years ago
- Robust and reusable Executor for joblib☆606Sep 2, 2025Updated 5 months ago
- It is a forest of random projection trees☆225Feb 8, 2020Updated 6 years ago
- Lightweight library to build and train neural networks in Theano☆3,866Mar 26, 2022Updated 3 years ago