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github.com/automl/RoBO @v0.01

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378 symbols 1,291 edges 98 files 144 documented · 38%

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README

RoBO - a Robust Bayesian Optimization framework.

Documentation

http://robo-fork.readthedocs.org/en/latest/

Core symbols most depended-on inside this repo

init_random_uniform

called by 33

robo/initial_design/init_random_uniform.py

robo/models/gpy_model.py

estimate_incumbent

called by 14

robo/incumbent/best_observation.py

plot

called by 9

robo/solver/contextual_bayesian_optimization.py

train

called by 9

robo/models/gaussian_process.py

train

called by 9

robo/models/gpy_model.py

run

called by 7

robo/solver/base_solver.py

Shape

Method 265

Class 81

Function 32

Languages

Python100%

Modules by API surface

robo/priors/base_prior.py25 symbols

robo/solver/contextual_bayesian_optimization.py16 symbols

robo/models/gaussian_process.py12 symbols

robo/test/test_maximizers.py11 symbols

robo/acquisition/information_gain.py10 symbols

robo/incumbent/posterior_optimization.py9 symbols

robo/test/test_priors.py8 symbols

robo/test/test_incumbent_estimation.py8 symbols

robo/task/synthetic_functions/sin.py8 symbols

robo/task/synthetic_functions/branin.py8 symbols

robo/task/base_task.py8 symbols

robo/solver/base_solver.py8 symbols

For agents

$ claude mcp add RoBO \
  -- python -m otcore.mcp_server <graph>

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