secondmind-labs/trieste

Issues

• Multiple objective optimisation with multiple complex constraints.

  #861 opened 4 months ago by AshlynnLu
  0

• Allow TR `num_local_datasets` to be set to 0

  #857 opened 5 months ago by khurram-ghani
  0

• Ray tutorial failing to build on docs deploy jobs

  #848 opened 6 months ago by uri-granta
  0

• Reproducing Tutorials Fails: Error processing property 'data' of _TupleWrapper( ..

  #840 opened 6 months ago by vschram
  1

• Extending ProbablisticModel protocol hierarchy breaks isinstance checks

  #836 opened 7 months ago by uri-granta
  0

• Typo in the formula of Bichon and Ranjan criteria, other points and question

  #828 opened 8 months ago by mdelozzo
  4

• Changing KERNEL_LENGTHSCALE to tf.constant results in serialisation failure in expected_improvement.pct.py

  #833 opened 8 months ago by uri-granta
  0

• Batch trust regions should use latest query point

  #782 opened 9 months ago by khurram-ghani
  1

• Improve terminal logging

  #765 opened a year ago by uri-granta
  3

• cannot pickle '_thread.RLock' object

  #812 opened 9 months ago by amehrish
  6

• IndependentReparametrizationSampler.sample method creates a tf.Variable

  #811 opened 10 months ago by pio-neil
  0

• Plotting a partial dependance corner plot (like scikit-optimize)

  #806 opened 10 months ago by avivajpeyi
  0

• AskTellOptimizer needs an instances of TrainableProbabilisticModel

  #814 opened 10 months ago by pio-neil
  0

• Investigate improvements to the get-unique-points algorithm

  #781 opened 10 months ago by khurram-ghani
  1

• Multi-objective optimization with Expected HyperVolume Improvement

  #803 opened a year ago by Mairafatoretto
  1

• GaussianProcessRegression() optimize does not work in a subprocess

  #645 opened 2 years ago by ioananikova
  5

• Support other logging backends

  #800 opened a year ago by uri-granta
  0

• The example in the readme has import issues in v1.2

  #784 opened a year ago by FrancoisGallard
  2

• model optimization history is not saved for gpflow models?

  #617 opened a year ago by hstojic
  2

• Memory overflow and unexpected shutdown during Constrained Bayesian optimization with multiple objectives

  #675 opened 2 years ago by BinglinW
  1

• TensorFlow `Skipping loop optimization` warning

  #779 opened a year ago by Thomas-Christie
  1

• `randomize_hyperparameters` ignores `prior_on`

  #793 opened a year ago by j-wilson
  5

• Add serialization/deserialization for rules

  #799 opened a year ago by khurram-ghani
  0

• VGP models don't work with keras optimizers in TF 2.11 and 2.12

  #754 opened a year ago by uri-granta
  0

• Ensemble trajectories test is fragile and has been skipped

  #666 opened a year ago by khurram-ghani
  1

• I have installed greenlet manually, but it not found.

  #704 opened a year ago by firefox1900
  3

• Pandas error in documentation notebook

  #703 opened a year ago by markvdw
  6

• [`mypy`] Implicit re-imports in `trieste.acquisition.__init__`

  #751 opened a year ago by Corwinpro
  4

• tensorboard logging - histogram of initial evaluations for acq fnc optimization

  #648 opened 2 years ago by hstojic
  1

• add to ask-tell interface notebook a note on pickling acquisition functions

  #616 opened a year ago by hstojic
  0

• better installation instructions for developers

  #672 opened 2 years ago by hstojic
  0

• Nonlinear constraints are limited to single output functions

  #667 opened 2 years ago by khurram-ghani
  0

• Allow SeparateIndependentKernels type of kernels in gpflow samplers

  #724 opened a year ago by hstojic
  1

• Support saving models via tf.saved_models

  #725 opened a year ago by uri-granta
  1

• Don't decorate acquisition function call methods with tf.function

  #722 opened a year ago by uri-granta
  1

• Notebooks don't work with Python 3.10 (and pin too many packages)

  #733 opened a year ago by uri-granta
  1

• OOM error with more than 4 objectives

  #735 opened a year ago by ducvinh-nguyen
  1

• Cannot install trieste from pypi on MacOS

  #729 opened 2 years ago by johnamcleod
  1

• allowing SeparateIndependent inducing points in GPflux samplers

  #720 opened 2 years ago by hstojic
  0

• Feasible sets tutorial file too big

  #717 opened 2 years ago by uri-granta
  1

• SVGP update equations contain an error

  #707 opened 2 years ago by vpicheny
  1

• SparseVariational throws an error with more than one latent GP.

  #694 opened 2 years ago by vpicheny
  0

• Constraint acquisition functions retraced unnecessarily

  #661 opened 2 years ago by uri-granta
  0

• Acquisition builder functions like Product and Sum lead to repetitive results in versions > 0.11.0 with ask-tell interface

  #602 opened 2 years ago by ioananikova
  3

• default dtype in Trieste

  #636 opened 2 years ago by hstojic
  0

• Support acquisition-function-speciic tensorboard logging

  #632 opened 2 years ago by uri-granta
  0

• bug with `deep_ensemble_trajectory` internal state

  #610 opened 2 years ago by hstojic
  2

• additional tensorboard logs for batches

  #608 opened 2 years ago by hstojic
  0

• bug with `deep_ensemble_trajectory` diversify option

  #609 opened 2 years ago by hstojic
  0

• `GPflowPredictor`'s `predict_joint` can result asymetric not positive definite covariance matrix

  #603 opened 2 years ago by TsingQAQ
  3