secondmind-labs / trieste

A Bayesian optimization toolbox built on TensorFlow

secondmind-labs/trieste Issues

Multiple objective optimisation with multiple complex constraints.
Updated 2 months ago
Allow TR `num_local_datasets` to be set to 0
Updated 3 months ago
Ray tutorial failing to build on docs deploy jobs
Updated 4 months ago
Reproducing Tutorials Fails: Error processing property 'data' of _TupleWrapper( ..
Updated 4 months ago1
Extending ProbablisticModel protocol hierarchy breaks isinstance checks
Updated 5 months ago
Typo in the formula of Bichon and Ranjan criteria, other points and question
Updated 6 months ago4
Changing KERNEL_LENGTHSCALE to tf.constant results in serialisation failure in expected_improvement.pct.py
Updated 6 months ago
Batch trust regions should use latest query point
Closed 7 months ago1
Improve terminal logging
Updated 7 months ago3
cannot pickle '_thread.RLock' object
Closed 7 months ago6
IndependentReparametrizationSampler.sample method creates a tf.Variable
Updated 8 months ago
Plotting a partial dependance corner plot (like scikit-optimize)
Updated 8 months ago
AskTellOptimizer needs an instances of TrainableProbabilisticModel
Closed 8 months ago
Investigate improvements to the get-unique-points algorithm
Closed 8 months ago1
Multi-objective optimization with Expected HyperVolume Improvement
Updated 9 months ago1
GaussianProcessRegression() optimize does not work in a subprocess
Updated 9 months ago5
Support other logging backends
Updated 9 months ago
The example in the readme has import issues in v1.2
Closed 9 months ago2
model optimization history is not saved for gpflow models?
Closed 9 months ago2
Memory overflow and unexpected shutdown during Constrained Bayesian optimization with multiple objectives
Updated 9 months ago1
TensorFlow `Skipping loop optimization` warning
Updated 9 months ago1
`randomize_hyperparameters` ignores `prior_on`
Closed 9 months ago5
Add serialization/deserialization for rules
Updated 9 months ago
VGP models don't work with keras optimizers in TF 2.11 and 2.12
Updated a year ago
Ensemble trajectories test is fragile and has been skipped
Closed a year ago1
I have installed greenlet manually, but it not found.
Closed a year ago3
Pandas error in documentation notebook
Closed a year ago6
[`mypy`] Implicit re-imports in `trieste.acquisition.__init__`
Updated a year ago4
tensorboard logging - histogram of initial evaluations for acq fnc optimization
Updated a year ago1
add to ask-tell interface notebook a note on pickling acquisition functions
Closed a year ago
better installation instructions for developers
Updated a year ago
Nonlinear constraints are limited to single output functions
Updated a year ago
Allow SeparateIndependentKernels type of kernels in gpflow samplers
Closed a year ago1
Support saving models via tf.saved_models
Closed a year ago1
Don't decorate acquisition function call methods with tf.function
Closed a year ago1
Notebooks don't work with Python 3.10 (and pin too many packages)
Closed a year ago1
OOM error with more than 4 objectives
Closed a year ago1
Cannot install trieste from pypi on MacOS
Closed a year ago1
allowing SeparateIndependent inducing points in GPflux samplers
Updated a year ago
Feasible sets tutorial file too big
Closed a year ago1
SVGP update equations contain an error
Closed 2 years ago1
SparseVariational throws an error with more than one latent GP.
Updated 2 years ago
Constraint acquisition functions retraced unnecessarily
Updated 2 years ago
Acquisition builder functions like Product and Sum lead to repetitive results in versions > 0.11.0 with ask-tell interface
Updated 2 years ago3
default dtype in Trieste
Updated 2 years ago
Support acquisition-function-speciic tensorboard logging
Updated 2 years ago
bug with `deep_ensemble_trajectory` internal state
Closed 2 years ago2
additional tensorboard logs for batches
Closed 2 years ago
bug with `deep_ensemble_trajectory` diversify option
Closed 2 years ago
`GPflowPredictor`'s `predict_joint` can result asymetric not positive definite covariance matrix
Updated 2 years ago3