Lightweight optimization with local, global, population-based and sequential techniques across mixed search spaces
β1,259Feb 20, 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 experimentsβ546Feb 20, 2026Updated last week
- π¦ Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.β631Feb 16, 2026Updated last week
- A Python toolbox for performing gradient-free optimizationβ4,151May 30, 2025Updated 9 months ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.β2,610Updated this week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and moreβ34,940Updated this week
- Bayesian optimization in PyTorchβ3,470Updated this week
- tree is a library for working with nested data structuresβ1,016Jan 27, 2026Updated last month
- Python Zip Streamβ530Oct 1, 2025Updated 4 months ago
- Sequential model-based optimization with a `scipy.optimize` interfaceβ2,811Feb 23, 2024Updated 2 years ago
- HiPlot makes understanding high dimensional data easyβ2,802Jan 10, 2024Updated 2 years ago
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arraβ¦β1,218Nov 15, 2024Updated last year
- Uniform Manifold Approximation and Projectionβ8,102Feb 14, 2026Updated 2 weeks ago
- Hummingbird compiles trained ML models into tensor computation for faster inference.β3,529Jul 17, 2025Updated 7 months ago
- A unified framework for machine learning with time seriesβ9,544Feb 20, 2026Updated last week
- A hyperparameter optimization frameworkβ13,583Updated this week
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.β1,121Updated this week
- STUMPY is a powerful and scalable Python library for modern time series analysisβ4,065Updated this week
- A Python implementation of global optimization with gaussian processes.β8,555Feb 17, 2026Updated last week
- Fast and Easy Infinite Neural Networks in Pythonβ2,375Mar 1, 2024Updated last year
- JAX-based neural network libraryβ3,191Updated this week
- π― A comprehensive gradient-free optimization framework written in Pythonβ579Jul 19, 2019Updated 6 years ago
- A python library for univariate regression, interpolation, and smoothing.β343May 12, 2023Updated 2 years ago
- Deep universal probabilistic programming with Python and PyTorchβ8,982Jul 9, 2025Updated 7 months ago
- A Python package for easy multiprocessing, but faster than multiprocessingβ2,076Jul 31, 2024Updated last year
- A python library for user-friendly forecasting and anomaly detection on time series.β9,224Updated this week
- DeltaPy - Tabular Data Augmentation (by @firmai)β556Sep 19, 2023Updated 2 years ago
- Tree-Boosting, Gaussian Processes, and Mixed-Effects Modelsβ661Updated this week
- Manipulate JSON-like data with NumPy-like idioms.β941Updated this week
- Adaptive Experimentation Platformβ2,711Updated this week
- NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSOβ2,786Updated this week
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per sβ¦β8,475Feb 5, 2026Updated 3 weeks ago
- Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposalsβ13,292Updated this week
- An open access book on scientific visualization using python and matplotlibβ11,210Jan 4, 2026Updated last month
- NumPy & SciPy for GPUβ10,804Updated this week
- Efficiently computes derivatives of NumPy code.β7,460Updated this week
- A highly efficient implementation of Gaussian Processes in PyTorchβ3,834Updated this week
- β938Jun 27, 2024Updated last year
- Python implementation of CMA-ESβ1,282Updated this week
- A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island modelβ¦β519Aug 10, 2024Updated last year