Lightweight optimization with local, global, population-based and sequential techniques across mixed search spaces
β1,262Mar 15, 2026Updated last week
Alternatives and similar repositories for Gradient-Free-Optimizers
Users that are interested in Gradient-Free-Optimizers are comparing it to the libraries listed below
Sorting:
- A unified interface for optimization algorithms and experimentsβ547Mar 6, 2026Updated 2 weeks ago
- π¦ Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.β632Feb 16, 2026Updated last month
- A Python toolbox for performing gradient-free optimizationβ4,164Updated this week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.β2,623Updated this week
- Sequential model-based optimization with a `scipy.optimize` interfaceβ2,817Feb 23, 2024Updated 2 years ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and moreβ35,108Updated this week
- tree is a library for working with nested data structuresβ1,018Jan 27, 2026Updated last month
- Python Zip Streamβ531Oct 1, 2025Updated 5 months ago
- Bayesian optimization in PyTorchβ3,481Updated this week
- A python library for univariate regression, interpolation, and smoothing.β343May 12, 2023Updated 2 years ago
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arraβ¦β1,217Nov 15, 2024Updated last year
- HiPlot makes understanding high dimensional data easyβ2,799Jan 10, 2024Updated 2 years ago
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.β1,125Updated this week
- A Python implementation of global optimization with gaussian processes.β8,572Updated this week
- Uniform Manifold Approximation and Projectionβ8,119Mar 10, 2026Updated last week
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.β800Aug 17, 2025Updated 7 months ago
- A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island modelβ¦β522Aug 10, 2024Updated last year
- A unified framework for machine learning with time seriesβ9,633Mar 14, 2026Updated last week
- Neural Ensemble Search for Uncertainty Estimation and Dataset Shiftβ33Jan 10, 2026Updated 2 months ago
- JAX-based neural network libraryβ3,197Mar 12, 2026Updated last week
- Hummingbird compiles trained ML models into tensor computation for faster inference.β3,531Jul 17, 2025Updated 8 months ago
- A hyperparameter optimization frameworkβ13,721Updated this week
- A Python package for easy multiprocessing, but faster than multiprocessingβ2,076Jul 31, 2024Updated last year
- STUMPY is a powerful and scalable Python library for modern time series analysisβ4,071Feb 22, 2026Updated 3 weeks ago
- Manipulate JSON-like data with NumPy-like idioms.β952Mar 13, 2026Updated last week
- Tree-Boosting, Gaussian Processes, and Mixed-Effects Modelsβ665Mar 9, 2026Updated last week
- Efficiently computes derivatives of NumPy code.β7,464Updated this week
- Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposalsβ13,321Mar 5, 2026Updated 2 weeks ago
- π― A comprehensive gradient-free optimization framework written in Pythonβ584Jul 19, 2019Updated 6 years ago
- A python library for user-friendly forecasting and anomaly detection on time series.β9,253Mar 7, 2026Updated 2 weeks ago
- Deep universal probabilistic programming with Python and PyTorchβ8,989Jul 9, 2025Updated 8 months ago
- DeltaPy - Tabular Data Augmentation (by @firmai)β556Sep 19, 2023Updated 2 years ago
- β944Jun 27, 2024Updated last year
- NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSOβ2,809Feb 22, 2026Updated 3 weeks ago
- Fast and Easy Infinite Neural Networks in Pythonβ2,377Mar 1, 2024Updated 2 years ago
- β18Apr 6, 2022Updated 3 years ago
- Jupyter Notebooks as Markdown Documents, Julia, Python or R scriptsβ7,142Updated this week
- A library for evaluating representations.β77Nov 21, 2021Updated 4 years ago
- Python implementation of CMA-ESβ1,287Feb 25, 2026Updated 3 weeks ago