uber / bayesmarkLinks
Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks
☆148Updated 3 years ago
Alternatives and similar repositories for bayesmark
Users that are interested in bayesmark are comparing it to the libraries listed below
Sorting:
- Starter kit for the black box optimization challenge at Neurips 2020☆113Updated 4 years ago
- BOAH: Bayesian Optimization & Analysis of Hyperparameters☆67Updated 5 years ago
- Collection of hyperparameter optimization benchmark problems☆148Updated last month
- Bayesian neural network package☆147Updated 3 years ago
- Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.☆211Updated last week
- ☆195Updated 10 months ago
- ☆69Updated 4 years ago
- ☆71Updated 4 years ago
- Benchmark suite of test functions suitable for evaluating black-box optimization strategies☆51Updated last month
- A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.☆270Updated 5 years ago
- Surrogate benchmarks for HPO problems☆27Updated 3 weeks ago
- Bayesian Optimization using GPflow☆272Updated 4 years ago
- Code repository for Ensemble Bayesian Optimization☆53Updated 5 years ago
- ☆81Updated last month
- Naszilla is a Python library for neural architecture search (NAS)☆310Updated 2 years ago
- A Bayesian optimization toolbox built on TensorFlow☆234Updated 2 weeks ago
- ☆51Updated 10 months ago
- [deprecated] Configuration Assessment, Visualization and Evaluation☆46Updated 2 years ago
- RoBO: a Robust Bayesian Optimization framework☆485Updated 6 years ago
- A learning curve benchmark on OpenML data☆30Updated 6 months ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 5 years ago
- DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning☆292Updated this week
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆41Updated 6 years ago
- A simple, extensible library for developing AutoML systems☆175Updated last year
- ☆96Updated 5 years ago
- Bayesian optimization for Python☆246Updated 3 years ago
- Functional ANOVA☆124Updated 3 months ago
- Bayesian Optimization of Combinatorial Structures☆97Updated 5 years ago