Lightweight optimization with local, global, population-based and sequential techniques across mixed search spaces
☆1,274Sep 4, 2026Updated this 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A unified interface for optimization algorithms and experiments☆549Aug 16, 2026Updated 3 weeks ago
- 🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.☆633Updated this week
- A Python toolbox for performing gradient-free optimization☆4,204Jul 24, 2026Updated last month
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,752Updated this week
- Sequential model-based optimization with a `scipy.optimize` interface☆2,829Feb 23, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆36,258Updated this week
- tree is a library for working with nested data structures☆1,022Aug 10, 2026Updated 3 weeks ago
- Python Zip Stream☆528Oct 1, 2025Updated 11 months ago
- A python library for univariate regression, interpolation, and smoothing.☆343May 12, 2023Updated 3 years ago
- Bayesian optimization in PyTorch☆3,591Updated this week
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,146Updated this week
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…☆1,220Nov 15, 2024Updated last year
- HiPlot makes understanding high dimensional data easy☆2,798Jan 10, 2024Updated 2 years ago
- A Python implementation of global optimization with gaussian processes.☆8,704Aug 21, 2026Updated 2 weeks ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Uniform Manifold Approximation and Projection☆8,257Updated this week
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆809Jun 2, 2026Updated 3 months ago
- A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model…☆535Apr 17, 2026Updated 4 months ago
- A unified framework for machine learning with time series☆9,992Updated this week
- Neural Ensemble Search for Uncertainty Estimation and Dataset Shift☆35Jan 10, 2026Updated 7 months ago
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,544Jul 17, 2025Updated last year
- JAX-based neural network library☆3,278Aug 25, 2026Updated last week
- A Python package for easy multiprocessing, but faster than multiprocessing☆2,064Jul 31, 2024Updated 2 years ago
- A hyperparameter optimization framework☆14,747Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Manipulate JSON-like data with NumPy-like idioms.☆975Updated this week
- STUMPY is a powerful and scalable Python library for modern time series analysis☆4,151Aug 29, 2026Updated last week
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,510Updated this week
- Tree-Boosting, Gaussian Processes, and Mixed-Effects Models☆696Updated this week
- Efficiently computes derivatives of NumPy code.☆7,527Updated this week
- 🎯 A comprehensive gradient-free optimization framework written in Python☆582Jul 19, 2019Updated 7 years ago
- Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals☆13,496Aug 27, 2026Updated last week
- Expressive Power of Invariant and Equivariant Graph Neural Networks (ICLR 2021)☆43Aug 25, 2023Updated 3 years ago
- ☆952Jun 27, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO☆2,954Jul 7, 2026Updated 2 months ago
- Deep universal probabilistic programming with Python and PyTorch☆9,046Updated this week
- ☆18Apr 6, 2022Updated 4 years ago
- DeltaPy - Tabular Data Augmentation (by @firmai)☆557Sep 19, 2023Updated 2 years ago
- Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts☆7,239Updated this week
- A library for evaluating representations.☆81Nov 21, 2021Updated 4 years ago
- Fast and Easy Infinite Neural Networks in Python☆2,382Mar 1, 2024Updated 2 years ago