Collection of hyperparameter optimization benchmark problems
☆165May 21, 2025Updated 10 months ago
Alternatives and similar repositories for HPOBench
Users that are interested in HPOBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Surrogate benchmarks for HPO problems☆32May 26, 2025Updated 10 months ago
- [NeurIPS DBT 2021] HPO-B☆41Nov 8, 2025Updated 4 months ago
- ☆91Jan 27, 2026Updated 2 months ago
- ☆13Nov 6, 2021Updated 4 years ago
- A learning curve benchmark on OpenML data☆34Nov 29, 2024Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Homemade GP codes for easy DIY and study☆24Sep 10, 2024Updated last year
- Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions☆27Feb 27, 2026Updated last month
- ☆37Feb 28, 2025Updated last year
- Batched Energy-Entropy acquisition for Bayesian Optimization (NeurIPS 2024)☆10Jan 6, 2025Updated last year
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆15Mar 22, 2023Updated 3 years ago
- BOAH: Bayesian Optimization & Analysis of Hyperparameters☆67Jun 17, 2020Updated 5 years ago
- A black-box optimization benchmark tool☆92Jun 25, 2024Updated last year
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆16Feb 24, 2025Updated last year
- Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.☆219Mar 17, 2026Updated last week
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13May 8, 2019Updated 6 years ago
- ☆13Feb 20, 2026Updated last month
- Official repository for the paper "Zero-Shot AutoML with Pretrained Models"☆48Dec 29, 2023Updated 2 years ago
- multi-fidelity fusion toolbox with (MF) Bayesian optimization☆19Sep 20, 2024Updated last year
- Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression☆15Feb 15, 2026Updated last month
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆42Sep 7, 2021Updated 4 years ago
- ☆69Aug 5, 2020Updated 5 years ago
- An automated machine learning tool aimed to facilitate AutoML research.☆103Sep 4, 2024Updated last year
- Benchmarks for Model-Based Optimization☆97Apr 21, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The Mighty cRL library you've been looking for!☆57Mar 19, 2026Updated last week
- ☆19Oct 27, 2020Updated 5 years ago
- A set of real-world multi-objective optimization problems☆59May 29, 2021Updated 4 years ago
- ☆98Aug 23, 2019Updated 6 years ago
- Pre-trained Gaussian processes for Bayesian optimization☆101Jan 9, 2026Updated 2 months ago
- OpenML AutoML Benchmarking Framework☆454Mar 16, 2026Updated last week
- ☆241Feb 23, 2026Updated last month
- NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several …☆586Nov 11, 2024Updated last year
- FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks☆14Mar 12, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Gaussian processes with spherical harmonic features in JAX☆15Aug 24, 2025Updated 7 months ago
- Numerical Black-Box Optimization Benchmarking Framework☆294Dec 9, 2025Updated 3 months ago
- Source code of the SHADE with Iterative Local Search, an algorithm specially designed for for real-parameter optimization with high dimen…☆22Mar 31, 2020Updated 5 years ago
- Bayesian algorithm execution (BAX)☆55Sep 3, 2021Updated 4 years ago
- Latex Template for AutoML-Conf☆16Feb 19, 2026Updated last month
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆76Oct 18, 2022Updated 3 years ago
- Starter kit for the black box optimization challenge at Neurips 2020☆115Aug 28, 2020Updated 5 years ago