uber / bayesmarkLinks
Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks
☆154Updated 4 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 5 years ago
- BOAH: Bayesian Optimization & Analysis of Hyperparameters☆67Updated 5 years ago
- Collection of hyperparameter optimization benchmark problems☆154Updated 5 months ago
- Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.☆215Updated 3 weeks ago
- Bayesian neural network package☆152Updated 4 years ago
- ☆207Updated last year
- DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning☆301Updated this week
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 6 years ago
- ☆50Updated last year
- Code repository for Ensemble Bayesian Optimization☆54Updated 6 years ago
- A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.☆270Updated 5 years ago
- Bayesian Optimization using GPflow☆272Updated 4 years ago
- Benchmark suite of test functions suitable for evaluating black-box optimization strategies☆52Updated 5 months ago
- A Bayesian optimization toolbox built on TensorFlow☆240Updated 2 weeks ago
- ☆71Updated 4 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆43Updated 4 years ago
- An interactive framework to visualize and analyze your AutoML process in real-time.☆90Updated last week
- ☆69Updated 5 years ago
- ☆89Updated 6 months ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 8 years ago
- [deprecated] Configuration Assessment, Visualization and Evaluation☆46Updated 3 years ago
- Surrogate benchmarks for HPO problems☆28Updated 5 months ago
- Bayesian optimization for Python☆245Updated 3 years ago
- Functional ANOVA☆124Updated 7 months ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆74Updated 3 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆42Updated 6 years ago
- ☆308Updated 4 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆31Updated 2 years ago
- RoBO: a Robust Bayesian Optimization framework☆490Updated 6 years ago
- Better, faster hyper-parameter optimization☆113Updated last year