uber / bayesmark
Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks
☆143Updated 3 years ago
Alternatives and similar repositories for bayesmark:
Users that are interested in bayesmark are comparing it to the libraries listed below
- Starter kit for the black box optimization challenge at Neurips 2020☆114Updated 4 years ago
- BOAH: Bayesian Optimization & Analysis of Hyperparameters☆67Updated 4 years ago
- Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.☆207Updated 3 months ago
- Collection of hyperparameter optimization benchmark problems☆145Updated 8 months ago
- Benchmark suite of test functions suitable for evaluating black-box optimization strategies☆50Updated 8 months ago
- ☆69Updated 4 years ago
- ☆188Updated 6 months ago
- Bayesian neural network package☆141Updated 3 years ago
- Surrogate benchmarks for HPO problems☆27Updated 2 weeks ago
- ☆74Updated 6 months ago
- Bayesian Optimization using GPflow☆270Updated 4 years ago
- A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.☆266Updated 5 years ago
- ☆71Updated 4 years ago
- Code repository for Ensemble Bayesian Optimization☆52Updated 5 years ago
- Functional ANOVA☆122Updated last week
- ☆49Updated 6 months ago
- ☆95Updated 5 years ago
- RoBO: a Robust Bayesian Optimization framework☆485Updated 5 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆47Updated 5 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- [deprecated] Configuration Assessment, Visualization and Evaluation☆46Updated 2 years ago
- A Bayesian optimization toolbox built on TensorFlow☆227Updated this week
- Functional tensors for probabilistic programming☆238Updated last year
- An automated machine learning tool aimed to facilitate AutoML research.☆96Updated 5 months ago
- a distributed Hyperband implementation on Steroids☆617Updated 2 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- ☆16Updated 6 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆40Updated 5 years ago
- DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks☆282Updated this week