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trieste-develop | trieste-develop/tests/unit/test_version.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 711 | 32.904762 | 74 | py |
trieste-develop | trieste-develop/tests/unit/test_bayesian_optimizer.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 24,084 | 35.382175 | 100 | py |
trieste-develop | trieste-develop/tests/unit/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/unit/test_utils.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 1,036 | 32.451613 | 98 | py |
trieste-develop | trieste-develop/tests/unit/objectives/test_multi_objectives.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 5,786 | 30.796703 | 96 | py |
trieste-develop | trieste-develop/tests/unit/objectives/test_single_objectives.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 3,480 | 25.572519 | 88 | py |
trieste-develop | trieste-develop/tests/unit/objectives/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/unit/objectives/test_utils.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 1,698 | 31.673077 | 74 | py |
trieste-develop | trieste-develop/tests/unit/models/test_optimizer.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 1,120 | 34.03125 | 78 | py |
trieste-develop | trieste-develop/tests/unit/models/conftest.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 3,394 | 30.435185 | 98 | py |
trieste-develop | trieste-develop/tests/unit/models/test_interfaces.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 8,333 | 35.234783 | 93 | py |
trieste-develop | trieste-develop/tests/unit/models/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/unit/models/test_utils.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 7,394 | 34.724638 | 98 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflux/test_interface.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 5,238 | 34.639456 | 96 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflux/test_builders.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 6,253 | 35.150289 | 98 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflux/test_models.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 20,131 | 35.67031 | 98 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflux/test_sampler.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 19,200 | 35.925 | 99 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflux/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/unit/models/keras/test_architectures.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 9,121 | 34.084615 | 100 | py |
trieste-develop | trieste-develop/tests/unit/models/keras/test_interface.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 2,045 | 30.96875 | 81 | py |
trieste-develop | trieste-develop/tests/unit/models/keras/test_builders.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 2,334 | 37.278689 | 100 | py |
trieste-develop | trieste-develop/tests/unit/models/keras/test_models.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 28,485 | 37.390836 | 100 | py |
trieste-develop | trieste-develop/tests/unit/models/keras/test_sampler.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 17,015 | 35.515021 | 100 | py |
trieste-develop | trieste-develop/tests/unit/models/keras/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/unit/models/keras/test_utils.py | # Copyright 2021 The Bellman Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 4,687 | 34.78626 | 90 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflow/test_interface.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 3,895 | 34.743119 | 93 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflow/test_builders.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 17,212 | 33.914807 | 99 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflow/test_models.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 82,395 | 37.884379 | 100 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflow/test_sampler.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 34,843 | 37.501657 | 100 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflow/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/unit/models/gpflow/test_inducing_point_selectors.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 8,211 | 36.158371 | 98 | py |
trieste-develop | trieste-develop/tests/unit/models/gpflow/test_utils.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 11,456 | 39.917857 | 100 | py |
trieste-develop | trieste-develop/tests/unit/utils/test_misc.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 5,093 | 30.639752 | 96 | py |
trieste-develop | trieste-develop/tests/unit/utils/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/unit/acquisition/test_optimizer.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 29,533 | 36.432193 | 99 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/test_rule.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 50,990 | 37.71754 | 100 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/test_interface.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 7,441 | 36.396985 | 95 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/test_sampler.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 8,096 | 36.486111 | 100 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/unit/acquisition/test_combination.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 5,411 | 37.112676 | 97 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/test_utils.py | # Copyright 2022 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 3,238 | 31.39 | 93 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/function/test_continuous_thompson_sampling.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 8,695 | 42.263682 | 98 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/function/test_greedy_batch.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 19,735 | 42.471366 | 100 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/function/test_entropy.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 30,802 | 41.311813 | 100 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/function/test_function.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 59,777 | 38.82545 | 100 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/function/test_active_learning.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 19,947 | 37.584139 | 100 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/function/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/unit/acquisition/function/test_utils.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 4,186 | 30.719697 | 99 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/multi_objective/test_function.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 35,701 | 35.844169 | 100 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/multi_objective/test_dominance.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 5,163 | 32.973684 | 93 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/multi_objective/test_pareto.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 7,158 | 36.481675 | 100 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/multi_objective/test_partition.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 10,918 | 29.415042 | 100 | py |
trieste-develop | trieste-develop/tests/unit/acquisition/multi_objective/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/thirdparty/test_tensorflow.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 1,389 | 30.590909 | 88 | py |
trieste-develop | trieste-develop/tests/thirdparty/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/util/misc.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 8,480 | 31.125 | 99 | py |
trieste-develop | trieste-develop/tests/util/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/util/models/models.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 949 | 27.787879 | 74 | py |
trieste-develop | trieste-develop/tests/util/models/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/util/models/gpflux/models.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 5,115 | 30.195122 | 91 | py |
trieste-develop | trieste-develop/tests/util/models/gpflux/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/util/models/keras/models.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 2,717 | 29.539326 | 99 | py |
trieste-develop | trieste-develop/tests/util/models/keras/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/util/models/gpflow/test_models.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 4,758 | 33.23741 | 90 | py |
trieste-develop | trieste-develop/tests/util/models/gpflow/models.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 18,548 | 35.017476 | 100 | py |
trieste-develop | trieste-develop/tests/util/models/gpflow/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/util/acquisition/sampler.py | import tensorflow as tf
from tests.util.models.gpflow.models import QuadraticMeanAndRBFKernel
from trieste.models.gpflow import BatchReparametrizationSampler
from trieste.types import TensorType
from trieste.utils import DEFAULTS
class PseudoBatchReparametrizationSampler(BatchReparametrizationSampler):
"""A Samp... | 1,971 | 40.083333 | 96 | py |
trieste-develop | trieste-develop/tests/util/acquisition/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/integration/test_ask_tell_optimization.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 7,921 | 36.367925 | 100 | py |
trieste-develop | trieste-develop/tests/integration/test_bayesian_optimization.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 26,051 | 36.058321 | 100 | py |
trieste-develop | trieste-develop/tests/integration/test_constrained_bayesian_optimization.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 6,438 | 36.005747 | 99 | py |
trieste-develop | trieste-develop/tests/integration/test_multi_objective_bayesian_optimization.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 6,701 | 35.032258 | 96 | py |
trieste-develop | trieste-develop/tests/integration/test_active_learning.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 13,398 | 35.709589 | 100 | py |
trieste-develop | trieste-develop/tests/integration/test_mixed_space_bayesian_optimization.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 3,993 | 37.776699 | 99 | py |
trieste-develop | trieste-develop/tests/integration/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/integration/test_multifidelity_bayesian_optimization.py | # Copyright 2023 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 5,238 | 38.097015 | 99 | py |
trieste-develop | trieste-develop/tests/integration/models/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/integration/models/gpflux/test_predictions.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 1,463 | 31.533333 | 94 | py |
trieste-develop | trieste-develop/tests/integration/models/gpflux/__init__.py | 0 | 0 | 0 | py | |
trieste-develop | trieste-develop/tests/integration/models/multifidelity/test_multifidelity_models.py | import gpflow
import numpy as np
import numpy.testing as npt
import tensorflow as tf
from tensorflow.keras.metrics import mean_squared_error
import trieste
from trieste.data import (
Dataset,
add_fidelity_column,
check_and_extract_fidelity_query_points,
split_dataset_by_fidelity,
)
from trieste.models.... | 21,553 | 37.148673 | 99 | py |
trieste-develop | trieste-develop/tests/integration/models/keras/test_predictions.py | # Copyright 2021 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 1,688 | 32.117647 | 94 | py |
trieste-develop | trieste-develop/docs/conf.py | # Copyright 2020 The Trieste Contributors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to... | 4,622 | 32.992647 | 80 | py |
trieste-develop | trieste-develop/docs/notebooks/asynchronous_greedy_multiprocessing.pct.py | # %% [markdown]
# # Asynchronous Bayesian optimization with Trieste
#
# In this notebook we demonstrate Trieste's ability to perform asynchronous Bayesian optimisation, as is suitable for scenarios where the objective function can be run for several points in parallel but where observations might return back at differe... | 14,534 | 38.604905 | 757 | py |
trieste-develop | trieste-develop/docs/notebooks/batch_optimization.pct.py | # %% [markdown]
# # Batch Bayesian Optimization with Batch Expected Improvement, Local Penalization, Kriging Believer and GIBBON
# %% [markdown]
# Sometimes it is practically convenient to query several points at a time. This notebook demonstrates four ways to perfom batch Bayesian optimization with Trieste.
# %%
imp... | 12,094 | 37.275316 | 861 | py |
trieste-develop | trieste-develop/docs/notebooks/rembo.pct.py | # %% [markdown]
# # High-dimensional Bayesian optimization with Random EMbedding Bayesian Optimization (REMBO).
# This notebook demonstrates a simple method for optimizing a high-dimensional (100-D) problem, where standard BO methods have trouble.
# %%
import math
import gpflow
import numpy as np
import tensorflow as... | 8,735 | 34.368421 | 453 | py |
trieste-develop | trieste-develop/docs/notebooks/explicit_constraints.pct.py | # %% [markdown]
# # Explicit Constraints
# %% [markdown]
# This notebook demonstrates ways to perfom Bayesian optimization with Trieste in the presence of explicit input constraints.
# %%
import matplotlib.pyplot as plt
import numpy as np
import tensorflow as tf
import trieste
np.random.seed(1234)
tf.random.set_see... | 10,251 | 33.173333 | 724 | py |
trieste-develop | trieste-develop/docs/notebooks/failure_ego.pct.py | # %% [markdown]
# # EGO with a failure region
# %%
from __future__ import annotations
import numpy as np
import tensorflow as tf
np.random.seed(1234)
tf.random.set_seed(1234)
# %% [markdown]
# ## The problem
#
# This notebook is similar to the [EI notebook](expected_improvement.ipynb), where we look to find the min... | 8,385 | 30.059259 | 571 | py |
trieste-develop | trieste-develop/docs/notebooks/inequality_constraints.pct.py | # %% [markdown]
# # Inequality constraints
# %%
import numpy as np
import tensorflow as tf
np.random.seed(1799)
tf.random.set_seed(1799)
# %% [markdown]
# ## The problem
#
# In this tutorial, we replicate one of the results of <cite data-cite="gardner14">[Gardner et al.](http://proceedings.mlr.press/v32/gardner14.ht... | 12,770 | 34.085165 | 829 | py |
trieste-develop | trieste-develop/docs/notebooks/thompson_sampling.pct.py | # %% [markdown]
# # Batch-sequential optimization with Thompson sampling
# %%
import numpy as np
import tensorflow as tf
np.random.seed(1793)
tf.random.set_seed(1793)
# %% [markdown]
# ## Define the problem and model
#
# You can use Thompson sampling for Bayesian optimization in much the same way as we used EGO and ... | 4,301 | 35.151261 | 500 | py |
trieste-develop | trieste-develop/docs/notebooks/feasible_sets.pct.py | # %% [markdown]
# # Bayesian active learning of failure or feasibility regions
#
# When designing a system it is important to identify design parameters that may affect the reliability of the system and cause failures, or lead to unsatisfactory performance. Consider designing a communication network that for some desig... | 15,240 | 48.644951 | 692 | py |
trieste-develop | trieste-develop/docs/notebooks/multi_objective_ehvi.pct.py | # -*- coding: utf-8 -*-
# %% [markdown]
# # Multi-objective optimization with Expected HyperVolume Improvement
# %%
import math
import gpflow
import matplotlib.pyplot as plt
import numpy as np
import tensorflow as tf
from trieste.experimental.plotting import (
plot_bo_points,
plot_function_2d,
plot_mobo_h... | 13,422 | 31.344578 | 623 | py |
trieste-develop | trieste-develop/docs/notebooks/data_transformation.pct.py | # -*- coding: utf-8 -*-
# %% [markdown]
# # Data transformation with the help of Ask-Tell interface.
# %%
import os
import gpflow
import matplotlib.pyplot as plt
import numpy as np
import tensorflow as tf
import tensorflow_probability as tfp
from trieste.experimental.plotting import plot_regret
import trieste
from t... | 9,732 | 38.565041 | 642 | py |
trieste-develop | trieste-develop/docs/notebooks/active_learning.pct.py | # %% [markdown]
# # Active Learning
# %% [markdown]
# Sometimes, we may just want to learn a black-box function, rather than optimizing it. This goal is known as active learning and corresponds to choosing query points that reduce our model uncertainty. This notebook demonstrates how to perform Bayesian active learnin... | 6,410 | 35.426136 | 473 | py |
trieste-develop | trieste-develop/docs/notebooks/ask_tell_optimization.pct.py | # %% [markdown]
# # Ask-Tell Optimization Interface
# %% [markdown]
# In this notebook we will illustrate the use of an Ask-Tell interface in Trieste. It is useful for cases where you want to have greater control of the optimization loop, or when letting Trieste manage this loop is impossible.
#
# First, some code to ... | 7,545 | 38.507853 | 652 | py |
trieste-develop | trieste-develop/docs/notebooks/multifidelity_modelling.pct.py | # ---
# jupyter:
# jupytext:
# text_representation:
# extension: .py
# format_name: percent
# format_version: '1.3'
# jupytext_version: 1.14.1
# kernelspec:
# display_name: Python 3 (ipykernel)
# language: python
# name: python3
# ---
# %%
import gpflow.kernels
# %% [markdo... | 13,491 | 31.747573 | 321 | py |
trieste-develop | trieste-develop/docs/notebooks/qhsri-tutorial.pct.py | # ---
# jupyter:
# jupytext:
# text_representation:
# extension: .py
# format_name: percent
# format_version: '1.3'
# jupytext_version: 1.14.1
# kernelspec:
# display_name: Python 3 (ipykernel)
# language: python
# name: python3
# ---
# %% [markdown]
# # Batch HSRI Tutorial
... | 9,874 | 40.145833 | 616 | py |
trieste-develop | trieste-develop/docs/notebooks/visualizing_with_tensorboard.pct.py | # %% [markdown]
# # Tracking and visualizing optimizations using Tensorboard
# %%
import numpy as np
import tensorflow as tf
np.random.seed(1793)
tf.random.set_seed(1793)
# %% [markdown]
# We often wish to track or visualize the Bayesian optimization process, either during and following execution. This tutorial show... | 7,672 | 41.865922 | 609 | py |
trieste-develop | trieste-develop/docs/notebooks/deep_ensembles.pct.py | # %% [markdown]
# # Bayesian optimization with deep ensembles
#
# Gaussian processes as a surrogate models are hard to beat on smaller datasets and optimization budgets. However, they scale poorly with amount of data, cannot easily capture non-stationarities and they are rather slow at prediction time. Here we show how... | 19,205 | 52.798319 | 984 | py |
trieste-develop | trieste-develop/docs/notebooks/openai_gym_lunar_lander.pct.py | # %% [markdown]
# # Trieste meets OpenAI Gym
#
# This notebook demonstrates how to use Trieste to apply Bayesian optimization to a problem that is slightly more practical than classical optimization benchmarks shown used in other tutorials. We will use OpenAI Gym, which is a popular toolkit for reinforcement learning (... | 11,033 | 41.114504 | 709 | py |
trieste-develop | trieste-develop/docs/notebooks/active_learning_for_binary_classification.pct.py | # %% [markdown]
# # Active Learning for Gaussian Process Classification Model
# %%
import gpflow
import matplotlib.pyplot as plt
import numpy as np
import tensorflow as tf
import trieste
from trieste.acquisition.function import BayesianActiveLearningByDisagreement
from trieste.acquisition.rule import OBJECTIVE
from t... | 5,625 | 33.304878 | 379 | py |
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