rmcantin / bayesopt
BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.
☆400Updated last year
Related projects ⓘ
Alternatives and complementary repositories for bayesopt
- A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.☆262Updated 4 years ago
- RoBO: a Robust Bayesian Optimization framework☆483Updated 5 years ago
- Bayesian Optimization using GPflow☆270Updated 3 years ago
- Gaussian Process Optimization using GPy☆929Updated last year
- Bayesian optimization for Python☆241Updated 2 years ago
- ☆229Updated 7 years ago
- Python code for bayesian optimization using Gaussian processes☆308Updated 7 years ago
- SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization☆1,090Updated this week
- optimization routines for hyperparameter tuning☆416Updated 11 months ago
- a distributed Hyperband implementation on Steroids☆611Updated 2 years ago
- Bayesian optimization in high-dimensions via random embedding.☆113Updated 11 years ago
- ☆187Updated 3 months ago
- Python package for modular Bayesian optimization☆134Updated 3 years ago
- Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.☆247Updated 3 months ago
- pyGPs is a library containing an object-oriented python implementation for Gaussian Process (GP) regression and classification.☆213Updated 5 years ago
- Kernel structure discovery research code - likely to be unstable☆189Updated 9 years ago
- I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth☆178Updated 10 years ago
- Spearmint Bayesian optimization codebase☆1,548Updated 4 years ago
- Reference implementation of Optimistic Expected Improvement.☆48Updated 4 years ago
- Gaussian processes framework in python☆2,046Updated 3 weeks ago
- Python package for Bayesian Machine Learning with scikit-learn API☆514Updated 3 years ago
- A global, black box optimization engine for real world metric optimization.☆1,308Updated last year
- Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimizati…☆1,388Updated 7 years ago
- CVXOPT -- Python Software for Convex Optimization☆989Updated last month
- Collection of jupyter notebooks for demonstrating software.☆165Updated last year
- Surrogate Optimization Toolbox for Python☆205Updated 3 years ago
- Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.☆204Updated this week
- RBFOpt library for black-box optimization☆188Updated last year
- Gaussian processes in TensorFlow☆1,849Updated this week
- Splitting Conic Solver☆553Updated this week