diff --git a/architecture_decision_records/torch-gpu-vs-cpu-dependency.md b/architecture_decision_records/torch-gpu-vs-cpu-dependency.md
deleted file mode 100644
index 97d200e4..00000000
--- a/architecture_decision_records/torch-gpu-vs-cpu-dependency.md
+++ /dev/null
@@ -1 +0,0 @@
-**In the context of** adding torch as a dependency to blackboxopt, facing the issue the default distribution of torch via PyPi is GPU enabled and comes with GPU specific dependencies, while the CPU only version needs to be installed from a separate custom index, which slows down poetry update by a factor of ~3, **we decided for** using only one index PyPi with the GPU enabled torch **to achieve** faster poetry update, **accepting** bigger environment sizes due to the additional GPU specific dependencies.
diff --git a/poetry.lock b/poetry.lock
index 47c4aa71..ec7efdd9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,18 +1,26 @@
+# This file is automatically @generated by Poetry 1.5.0 and should not be changed by hand.
+
 [[package]]
 name = "about-time"
 version = "4.2.1"
 description = "Easily measure timing and throughput of code blocks, with beautiful human friendly representations."
-category = "main"
 optional = true
 python-versions = ">=3.7, <4"
+files = [
+    {file = "about-time-4.2.1.tar.gz", hash = "sha256:6a538862d33ce67d997429d14998310e1dbfda6cb7d9bbfbf799c4709847fece"},
+    {file = "about_time-4.2.1-py3-none-any.whl", hash = "sha256:8bbf4c75fe13cbd3d72f49a03b02c5c7dca32169b6d49117c257e7eb3eaee341"},
+]
 
 [[package]]
 name = "alive-progress"
-version = "3.1.1"
+version = "3.1.2"
 description = "A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!"
-category = "main"
 optional = true
 python-versions = ">=3.7, <4"
+files = [
+    {file = "alive-progress-3.1.2.tar.gz", hash = "sha256:b22ba960151f582cdd6d489c56462d2f9adca821608075d0d8d2cd15d1b6845b"},
+    {file = "alive_progress-3.1.2-py3-none-any.whl", hash = "sha256:d2b89b60fee2f112668117a9f361ceea44a685a37cafd009f396b87b9816efa3"},
+]
 
 [package.dependencies]
 about-time = "4.2.1"
@@ -22,36 +30,27 @@ grapheme = "0.6.0"
 name = "astunparse"
 version = "1.6.3"
 description = "An AST unparser for Python"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "astunparse-1.6.3-py2.py3-none-any.whl", hash = "sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8"},
+    {file = "astunparse-1.6.3.tar.gz", hash = "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872"},
+]
 
 [package.dependencies]
 six = ">=1.6.1,<2.0"
 wheel = ">=0.23.0,<1.0"
 
-[[package]]
-name = "attrs"
-version = "22.2.0"
-description = "Classes Without Boilerplate"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.extras]
-cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"]
-tests = ["attrs[tests-no-zope]", "zope.interface"]
-tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy (>=0.971,<0.990)", "mypy (>=0.971,<0.990)", "pympler", "pympler", "pytest (>=4.3.0)", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-mypy-plugins", "pytest-xdist[psutil]", "pytest-xdist[psutil]"]
-
 [[package]]
 name = "autograd"
 version = "1.5"
 description = "Efficiently computes derivatives of numpy code."
-category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "autograd-1.5-py3-none-any.whl", hash = "sha256:a22a17e71c4a601359d544827762dd66d5ba50b287a8444d4f85ada1ee762ef6"},
+    {file = "autograd-1.5.tar.gz", hash = "sha256:d80bd225154d1db13cb4eaccf7a18c358be72092641b68717f96fcf1d16acd0b"},
+]
 
 [package.dependencies]
 future = ">=0.15.2"
@@ -61,9 +60,22 @@ numpy = ">=1.12"
 name = "black"
 version = "22.12.0"
 description = "The uncompromising code formatter."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "black-22.12.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9eedd20838bd5d75b80c9f5487dbcb06836a43833a37846cf1d8c1cc01cef59d"},
+    {file = "black-22.12.0-cp310-cp310-win_amd64.whl", hash = "sha256:159a46a4947f73387b4d83e87ea006dbb2337eab6c879620a3ba52699b1f4351"},
+    {file = "black-22.12.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d30b212bffeb1e252b31dd269dfae69dd17e06d92b87ad26e23890f3efea366f"},
+    {file = "black-22.12.0-cp311-cp311-win_amd64.whl", hash = "sha256:7412e75863aa5c5411886804678b7d083c7c28421210180d67dfd8cf1221e1f4"},
+    {file = "black-22.12.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c116eed0efb9ff870ded8b62fe9f28dd61ef6e9ddd28d83d7d264a38417dcee2"},
+    {file = "black-22.12.0-cp37-cp37m-win_amd64.whl", hash = "sha256:1f58cbe16dfe8c12b7434e50ff889fa479072096d79f0a7f25e4ab8e94cd8350"},
+    {file = "black-22.12.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:77d86c9f3db9b1bf6761244bc0b3572a546f5fe37917a044e02f3166d5aafa7d"},
+    {file = "black-22.12.0-cp38-cp38-win_amd64.whl", hash = "sha256:82d9fe8fee3401e02e79767016b4907820a7dc28d70d137eb397b92ef3cc5bfc"},
+    {file = "black-22.12.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:101c69b23df9b44247bd88e1d7e90154336ac4992502d4197bdac35dd7ee3320"},
+    {file = "black-22.12.0-cp39-cp39-win_amd64.whl", hash = "sha256:559c7a1ba9a006226f09e4916060982fd27334ae1998e7a38b3f33a37f7a2148"},
+    {file = "black-22.12.0-py3-none-any.whl", hash = "sha256:436cc9167dd28040ad90d3b404aec22cedf24a6e4d7de221bec2730ec0c97bcf"},
+    {file = "black-22.12.0.tar.gz", hash = "sha256:229351e5a18ca30f447bf724d007f890f97e13af070bb6ad4c0a441cd7596a2f"},
+]
 
 [package.dependencies]
 click = ">=8.0.0"
@@ -83,9 +95,12 @@ uvloop = ["uvloop (>=0.15.2)"]
 name = "botorch"
 version = "0.7.3"
 description = "Bayesian Optimization in PyTorch"
-category = "main"
 optional = true
 python-versions = ">=3.8"
+files = [
+    {file = "botorch-0.7.3-py3-none-any.whl", hash = "sha256:5de139ed2c2d7bdf130e8c98ffb1c15dba9c48f000af8995e3cba48b4b21c7b9"},
+    {file = "botorch-0.7.3.tar.gz", hash = "sha256:d35d45da5c8bf65a7ec3cf6107f5fe2685630e99cc73943a96ccfa476ba6c0af"},
+]
 
 [package.dependencies]
 gpytorch = "1.9.0"
@@ -104,41 +119,129 @@ tutorials = ["ax-platform", "cma", "jupyter", "kaleido", "matplotlib", "memory-p
 name = "bracex"
 version = "2.3.post1"
 description = "Bash style brace expander."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "bracex-2.3.post1-py3-none-any.whl", hash = "sha256:351b7f20d56fb9ea91f9b9e9e7664db466eb234188c175fd943f8f755c807e73"},
+    {file = "bracex-2.3.post1.tar.gz", hash = "sha256:e7b23fc8b2cd06d3dec0692baabecb249dda94e06a617901ff03a6c56fd71693"},
+]
 
 [[package]]
 name = "certifi"
-version = "2022.12.7"
+version = "2023.5.7"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "certifi-2023.5.7-py3-none-any.whl", hash = "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"},
+    {file = "certifi-2023.5.7.tar.gz", hash = "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7"},
+]
 
 [[package]]
 name = "cfgv"
 version = "3.3.1"
 description = "Validate configuration and produce human readable error messages."
-category = "dev"
 optional = false
 python-versions = ">=3.6.1"
+files = [
+    {file = "cfgv-3.3.1-py2.py3-none-any.whl", hash = "sha256:c6a0883f3917a037485059700b9e75da2464e6c27051014ad85ba6aaa5884426"},
+    {file = "cfgv-3.3.1.tar.gz", hash = "sha256:f5a830efb9ce7a445376bb66ec94c638a9787422f96264c98edc6bdeed8ab736"},
+]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.0.1"
+version = "3.1.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7.0"
+files = [
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 name = "click"
 version = "8.1.3"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
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@@ -147,17 +250,23 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "cloudpickle"
 version = "2.2.1"
 description = "Extended pickling support for Python objects"
-category = "main"
 optional = true
 python-versions = ">=3.6"
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 version = "3.2.2"
 description = "CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python"
-category = "main"
 optional = true
 python-versions = "*"
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 [package.dependencies]
 numpy = "*"
@@ -170,17 +279,76 @@ plotting = ["matplotlib"]
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-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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 version = "1.0.7"
 description = "Python library for calculating contours of 2D quadrilateral grids"
-category = "main"
 optional = true
 python-versions = ">=3.8"
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+]
 
 [package.dependencies]
 numpy = ">=1.16"
@@ -194,11 +362,63 @@ test-no-images = ["pytest"]
 
 [[package]]
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-version = "7.0.5"
+version = "7.2.5"
 description = "Code coverage measurement for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
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+    {file = "coverage-7.2.5-pp37.pp38.pp39-none-any.whl", hash = "sha256:8877d9b437b35a85c18e3c6499b23674684bf690f5d96c1006a1ef61f9fdf0f3"},
+    {file = "coverage-7.2.5.tar.gz", hash = "sha256:f99ef080288f09ffc687423b8d60978cf3a465d3f404a18d1a05474bd8575a47"},
+]
 
 [package.dependencies]
 tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
@@ -210,42 +430,52 @@ toml = ["tomli"]
 name = "cycler"
 version = "0.11.0"
 description = "Composable style cycles"
-category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "cycler-0.11.0-py3-none-any.whl", hash = "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3"},
+    {file = "cycler-0.11.0.tar.gz", hash = "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"},
+]
 
 [[package]]
 name = "dask"
-version = "2023.1.0"
+version = "2023.5.0"
 description = "Parallel PyData with Task Scheduling"
-category = "main"
 optional = true
 python-versions = ">=3.8"
+files = [
+    {file = "dask-2023.5.0-py3-none-any.whl", hash = "sha256:32b34986519b7ddc0947c8ca63c2fc81b964e4c208dfb5cbf9f4f8aec92d152b"},
+    {file = "dask-2023.5.0.tar.gz", hash = "sha256:4f4c28ac406e81b8f21b5be4b31b21308808f3e0e7c7e2f4a914f16476d9941b"},
+]
 
 [package.dependencies]
-click = ">=7.0"
-cloudpickle = ">=1.1.1"
-fsspec = ">=0.6.0"
+click = ">=8.0"
+cloudpickle = ">=1.5.0"
+fsspec = ">=2021.09.0"
+importlib-metadata = ">=4.13.0"
 packaging = ">=20.0"
-partd = ">=0.3.10"
+partd = ">=1.2.0"
 pyyaml = ">=5.3.1"
-toolz = ">=0.8.2"
+toolz = ">=0.10.0"
 
 [package.extras]
-array = ["numpy (>=1.18)"]
-complete = ["bokeh (>=2.4.2,<3)", "distributed (==2023.1.0)", "jinja2", "numpy (>=1.18)", "pandas (>=1.0)"]
-dataframe = ["numpy (>=1.18)", "pandas (>=1.0)"]
-diagnostics = ["bokeh (>=2.4.2,<3)", "jinja2"]
-distributed = ["distributed (==2023.1.0)"]
+array = ["numpy (>=1.21)"]
+complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=7.0)"]
+dataframe = ["numpy (>=1.21)", "pandas (>=1.3)"]
+diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
+distributed = ["distributed (==2023.5.0)"]
 test = ["pandas[test]", "pre-commit", "pytest", "pytest-rerunfailures", "pytest-xdist"]
 
 [[package]]
 name = "deprecated"
 version = "1.2.13"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
-category = "main"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "Deprecated-1.2.13-py2.py3-none-any.whl", hash = "sha256:64756e3e14c8c5eea9795d93c524551432a0be75629f8f29e67ab8caf076c76d"},
+    {file = "Deprecated-1.2.13.tar.gz", hash = "sha256:43ac5335da90c31c24ba028af536a91d41d53f9e6901ddb021bcc572ce44e38d"},
+]
 
 [package.dependencies]
 wrapt = ">=1.10,<2"
@@ -257,9 +487,12 @@ dev = ["PyTest", "PyTest (<5)", "PyTest-Cov", "PyTest-Cov (<2.6)", "bump2version
 name = "dill"
 version = "0.3.6"
 description = "serialize all of python"
-category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "dill-0.3.6-py3-none-any.whl", hash = "sha256:a07ffd2351b8c678dfc4a856a3005f8067aea51d6ba6c700796a4d9e280f39f0"},
+    {file = "dill-0.3.6.tar.gz", hash = "sha256:e5db55f3687856d8fbdab002ed78544e1c4559a130302693d839dfe8f93f2373"},
+]
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
@@ -268,22 +501,28 @@ graph = ["objgraph (>=1.7.2)"]
 name = "distlib"
 version = "0.3.6"
 description = "Distribution utilities"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "distlib-0.3.6-py2.py3-none-any.whl", hash = "sha256:f35c4b692542ca110de7ef0bea44d73981caeb34ca0b9b6b2e6d7790dda8f80e"},
+    {file = "distlib-0.3.6.tar.gz", hash = "sha256:14bad2d9b04d3a36127ac97f30b12a19268f211063d8f8ee4f47108896e11b46"},
+]
 
 [[package]]
 name = "distributed"
-version = "2023.1.0"
+version = "2023.5.0"
 description = "Distributed scheduler for Dask"
-category = "main"
 optional = true
 python-versions = ">=3.8"
+files = [
+    {file = "distributed-2023.5.0-py3-none-any.whl", hash = "sha256:73ce33bd2460bd45ffc793ffdf9066bd2a3b6bbc65079f74f5147eafcda9b1cb"},
+    {file = "distributed-2023.5.0.tar.gz", hash = "sha256:74e3f7f68d4dc435a3591ae1ad8ce7d5a11211fd22692e39c7e50aa11bf7e385"},
+]
 
 [package.dependencies]
-click = ">=7.0"
+click = ">=8.0"
 cloudpickle = ">=1.5.0"
-dask = "2023.1.0"
+dask = "2023.5.0"
 jinja2 = ">=2.10.3"
 locket = ">=1.0.0"
 msgpack = ">=1.0.0"
@@ -295,38 +534,47 @@ tblib = ">=1.6.0"
 toolz = ">=0.10.0"
 tornado = ">=6.0.3"
 urllib3 = ">=1.24.3"
-zict = ">=2.1.0"
+zict = ">=2.2.0"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.0"
+version = "1.1.1"
 description = "Backport of PEP 654 (exception groups)"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "exceptiongroup-1.1.1-py3-none-any.whl", hash = "sha256:232c37c63e4f682982c8b6459f33a8981039e5fb8756b2074364e5055c498c9e"},
+    {file = "exceptiongroup-1.1.1.tar.gz", hash = "sha256:d484c3090ba2889ae2928419117447a14daf3c1231d5e30d0aae34f354f01785"},
+]
 
 [package.extras]
 test = ["pytest (>=6)"]
 
 [[package]]
 name = "filelock"
-version = "3.9.0"
+version = "3.12.0"
 description = "A platform independent file lock."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "filelock-3.12.0-py3-none-any.whl", hash = "sha256:ad98852315c2ab702aeb628412cbf7e95b7ce8c3bf9565670b4eaecf1db370a9"},
+    {file = "filelock-3.12.0.tar.gz", hash = "sha256:fc03ae43288c013d2ea83c8597001b1129db351aad9c57fe2409327916b8e718"},
+]
 
 [package.extras]
-docs = ["furo (>=2022.12.7)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
-testing = ["covdefaults (>=2.2.2)", "coverage (>=7.0.1)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-timeout (>=2.1)"]
+docs = ["furo (>=2023.3.27)", "sphinx (>=6.1.3)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.2.3)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "fonttools"
-version = "4.39.3"
+version = "4.39.4"
 description = "Tools to manipulate font files"
-category = "main"
 optional = true
 python-versions = ">=3.8"
+files = [
+    {file = "fonttools-4.39.4-py3-none-any.whl", hash = "sha256:106caf6167c4597556b31a8d9175a3fdc0356fdcd70ab19973c3b0d4c893c461"},
+    {file = "fonttools-4.39.4.zip", hash = "sha256:dba8d7cdb8e2bac1b3da28c5ed5960de09e59a2fe7e63bb73f5a59e57b0430d2"},
+]
 
 [package.extras]
 all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.0.0)", "xattr", "zopfli (>=0.1.4)"]
@@ -344,19 +592,23 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "fsspec"
-version = "2023.1.0"
+version = "2023.5.0"
 description = "File-system specification"
-category = "main"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+files = [
+    {file = "fsspec-2023.5.0-py3-none-any.whl", hash = "sha256:51a4ad01a5bb66fcc58036e288c0d53d3975a0df2a5dc59a93b59bade0391f2a"},
+    {file = "fsspec-2023.5.0.tar.gz", hash = "sha256:b3b56e00fb93ea321bc9e5d9cf6f8522a0198b20eb24e02774d329e9c6fb84ce"},
+]
 
 [package.extras]
 abfs = ["adlfs"]
 adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
+devel = ["pytest", "pytest-cov"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
-entrypoints = ["importlib-metadata"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
 gcs = ["gcsfs"]
 git = ["pygit2"]
@@ -377,17 +629,22 @@ tqdm = ["tqdm"]
 name = "future"
 version = "0.18.3"
 description = "Clean single-source support for Python 3 and 2"
-category = "main"
 optional = true
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "future-0.18.3.tar.gz", hash = "sha256:34a17436ed1e96697a86f9de3d15a3b0be01d8bc8de9c1dffd59fb8234ed5307"},
+]
 
 [[package]]
 name = "ghp-import"
 version = "2.1.0"
 description = "Copy your docs directly to the gh-pages branch."
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "ghp-import-2.1.0.tar.gz", hash = "sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343"},
+    {file = "ghp_import-2.1.0-py3-none-any.whl", hash = "sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619"},
+]
 
 [package.dependencies]
 python-dateutil = ">=2.8.1"
@@ -399,9 +656,12 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 name = "gpytorch"
 version = "1.9.0"
 description = "An implementation of Gaussian Processes in Pytorch"
-category = "main"
 optional = true
 python-versions = ">=3.8"
+files = [
+    {file = "gpytorch-1.9.0-py3-none-any.whl", hash = "sha256:27b871963fd548c1a53a62b290acb4d82d9b6a2ef85e93e446ec8e28f37f4d17"},
+    {file = "gpytorch-1.9.0.tar.gz", hash = "sha256:a0608184c18a1f518d6a102473427abf00f5351421e12a934530953f6887b34b"},
+]
 
 [package.dependencies]
 linear-operator = ">=0.1.1"
@@ -418,28 +678,25 @@ test = ["flake8 (==4.0.1)", "flake8-print (==4.0.0)", "nbval", "pytest"]
 name = "grapheme"
 version = "0.6.0"
 description = "Unicode grapheme helpers"
-category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "grapheme-0.6.0.tar.gz", hash = "sha256:44c2b9f21bbe77cfb05835fec230bd435954275267fea1858013b102f8603cca"},
+]
 
 [package.extras]
 test = ["pytest", "sphinx", "sphinx-autobuild", "twine", "wheel"]
 
-[[package]]
-name = "heapdict"
-version = "1.0.1"
-description = "a heap with decrease-key and increase-key operations"
-category = "main"
-optional = true
-python-versions = "*"
-
 [[package]]
 name = "identify"
-version = "2.5.15"
+version = "2.5.24"
 description = "File identification library for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "identify-2.5.24-py2.py3-none-any.whl", hash = "sha256:986dbfb38b1140e763e413e6feb44cd731faf72d1909543178aa79b0e258265d"},
+    {file = "identify-2.5.24.tar.gz", hash = "sha256:0aac67d5b4812498056d28a9a512a483f5085cc28640b02b258a59dac34301d4"},
+]
 
 [package.extras]
 license = ["ukkonen"]
@@ -448,17 +705,23 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
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+    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+]
 
 [[package]]
 name = "importlib-metadata"
-version = "6.0.0"
+version = "6.6.0"
 description = "Read metadata from Python packages"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "importlib_metadata-6.6.0-py3-none-any.whl", hash = "sha256:43dd286a2cd8995d5eaef7fee2066340423b818ed3fd70adf0bad5f1fac53fed"},
+    {file = "importlib_metadata-6.6.0.tar.gz", hash = "sha256:92501cdf9cc66ebd3e612f1b4f0c0765dfa42f0fa38ffb319b6bd84dd675d705"},
+]
 
 [package.dependencies]
 zipp = ">=0.5"
@@ -472,9 +735,12 @@ testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packag
 name = "importlib-resources"
 version = "5.12.0"
 description = "Read resources from Python packages"
-category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "importlib_resources-5.12.0-py3-none-any.whl", hash = "sha256:7b1deeebbf351c7578e09bf2f63fa2ce8b5ffec296e0d349139d43cca061a81a"},
+    {file = "importlib_resources-5.12.0.tar.gz", hash = "sha256:4be82589bf5c1d7999aedf2a45159d10cb3ca4f19b2271f8792bc8e6da7b22f6"},
+]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
@@ -487,17 +753,23 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
+    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
+]
 
 [[package]]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
+    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
+]
 
 [package.dependencies]
 MarkupSafe = ">=2.0"
@@ -509,33 +781,115 @@ i18n = ["Babel (>=2.7)"]
 name = "joblib"
 version = "1.2.0"
 description = "Lightweight pipelining with Python functions"
-category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
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+    {file = "joblib-1.2.0.tar.gz", hash = "sha256:e1cee4a79e4af22881164f218d4311f60074197fb707e082e803b61f6d137018"},
+]
 
 [[package]]
 name = "kaleido"
 version = "0.2.1"
 description = "Static image export for web-based visualization libraries with zero dependencies"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
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 name = "kiwisolver"
 version = "1.4.4"
 description = "A fast implementation of the Cassowary constraint solver"
-category = "main"
 optional = true
 python-versions = ">=3.7"
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 version = "0.2.0"
 description = "A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices)."
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 [package.dependencies]
 importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
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 version = "2.1.2"
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 python-versions = ">=3.7"
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+]
 
 [package.dependencies]
 contourpy = ">=1.0.1"
@@ -594,23 +1047,28 @@ packaging = ">=20.0"
 pillow = ">=6.2.0"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
-setuptools_scm = ">=7"
 
 [[package]]
 name = "mergedeep"
 version = "1.3.4"
 description = "A deep merge function for 🐍."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "mergedeep-1.3.4-py3-none-any.whl", hash = "sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307"},
+    {file = "mergedeep-1.3.4.tar.gz", hash = "sha256:0096d52e9dad9939c3d975a774666af186eda617e6ca84df4c94dec30004f2a8"},
+]
 
 [[package]]
 name = "mike"
 version = "1.1.2"
 description = "Manage multiple versions of your MkDocs-powered documentation"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+    {file = "mike-1.1.2.tar.gz", hash = "sha256:56c3f1794c2d0b5fdccfa9b9487beb013ca813de2e3ad0744724e9d34d40b77b"},
+]
 
 [package.dependencies]
 jinja2 = "*"
@@ -624,11 +1082,14 @@ test = ["coverage", "flake8 (>=3.0)", "shtab"]
 
 [[package]]
 name = "mkdocs"
-version = "1.4.2"
+version = "1.4.3"
 description = "Project documentation with Markdown."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+    {file = "mkdocs-1.4.3.tar.gz", hash = "sha256:5955093bbd4dd2e9403c5afaf57324ad8b04f16886512a3ee6ef828956481c57"},
+]
 
 [package.dependencies]
 click = ">=7.0"
@@ -651,9 +1112,12 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-imp
 name = "mkdocs-autorefs"
 version = "0.4.1"
 description = "Automatically link across pages in MkDocs."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 Markdown = ">=3.3"
@@ -661,11 +1125,14 @@ mkdocs = ">=1.1"
 
 [[package]]
 name = "mkdocs-awesome-pages-plugin"
-version = "2.8.0"
+version = "2.9.1"
 description = "An MkDocs plugin that simplifies configuring page titles and their order"
-category = "dev"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 mkdocs = ">=1"
@@ -676,9 +1143,12 @@ wcmatch = ">=7"
 name = "mkdocs-gen-files"
 version = "0.3.5"
 description = "MkDocs plugin to programmatically generate documentation pages during the build"
-category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
+files = [
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+]
 
 [package.dependencies]
 mkdocs = ">=1.0.3,<2.0.0"
@@ -687,9 +1157,12 @@ mkdocs = ">=1.0.3,<2.0.0"
 name = "mkdocs-material"
 version = "8.5.11"
 description = "Documentation that simply works"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+    {file = "mkdocs_material-8.5.11.tar.gz", hash = "sha256:b0ea0513fd8cab323e8a825d6692ea07fa83e917bb5db042e523afecc7064ab7"},
+]
 
 [package.dependencies]
 jinja2 = ">=3.0.2"
@@ -704,17 +1177,23 @@ requests = ">=2.26"
 name = "mkdocs-material-extensions"
 version = "1.1.1"
 description = "Extension pack for Python Markdown and MkDocs Material."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [[package]]
 name = "mkdocstrings"
 version = "0.18.1"
 description = "Automatic documentation from sources, for MkDocs."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 Jinja2 = ">=2.11.1"
@@ -737,9 +1216,12 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 name = "mkdocstrings-python-legacy"
 version = "0.2.2"
 description = "A legacy Python handler for mkdocstrings."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 mkdocstrings = ">=0.18"
@@ -747,19 +1229,87 @@ pytkdocs = ">=0.14"
 
 [[package]]
 name = "msgpack"
-version = "1.0.4"
+version = "1.0.5"
 description = "MessagePack serializer"
-category = "main"
 optional = true
 python-versions = "*"
+files = [
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 description = "Optional static typing for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
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 [[package]]
 name = "mypy-extensions"
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 optional = true
 python-versions = ">=3.5"
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 numpy = ">=1.7"
@@ -886,19 +1453,50 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"]
 
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+version = "23.1"
 description = "Core utilities for Python packages"
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 python-versions = ">=3.8"
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 [package.dependencies]
 numpy = [
@@ -916,9 +1514,12 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
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 version = "0.8.0"
 description = "Parametrized hierarchical spaces with flexible priors and transformations."
-category = "main"
 optional = false
 python-versions = ">=3.8,<4.0"
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 [package.dependencies]
 numpy = ">=1.22.0"
@@ -926,11 +1527,14 @@ scipy = ">=1.6.0"
 
 [[package]]
 name = "partd"
-version = "1.3.0"
+version = "1.4.0"
 description = "Appendable key-value storage"
-category = "main"
 optional = true
 python-versions = ">=3.7"
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 [package.dependencies]
 locket = "*"
@@ -941,19 +1545,25 @@ complete = ["blosc", "numpy (>=1.9.0)", "pandas (>=0.19.0)", "pyzmq"]
 
 [[package]]
 name = "pathspec"
-version = "0.10.3"
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 description = "Utility library for gitignore style pattern matching of file paths."
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 optional = false
 python-versions = ">=3.7"
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 name = "patsy"
 version = "0.5.3"
 description = "A Python package for describing statistical models and for building design matrices."
-category = "main"
 optional = true
 python-versions = "*"
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 [package.dependencies]
 numpy = ">=1.4"
@@ -966,56 +1576,136 @@ test = ["pytest", "pytest-cov", "scipy"]
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-python-versions = ">=3.6"
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-testing = ["pytest", "pytest-benchmark"]
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 [package.dependencies]
 alive-progress = "*"
@@ -1079,9 +1807,12 @@ scipy = ">=1.1"
 name = "pyparsing"
 version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "main"
 optional = true
 python-versions = ">=3.6.8"
+files = [
+    {file = "pyparsing-3.0.9-py3-none-any.whl", hash = "sha256:5026bae9a10eeaefb61dab2f09052b9f4307d44aee4eda64b309723d8d206bbc"},
+    {file = "pyparsing-3.0.9.tar.gz", hash = "sha256:2b020ecf7d21b687f219b71ecad3631f644a47f01403fa1d1036b0c6416d70fb"},
+]
 
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
@@ -1090,9 +1821,12 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pyro-api"
 version = "0.1.2"
 description = "Generic API for dispatch to Pyro backends."
-category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "pyro-api-0.1.2.tar.gz", hash = "sha256:a1b900d9580aa1c2fab3b123ab7ff33413744da7c5f440bd4aadc4d40d14d920"},
+    {file = "pyro_api-0.1.2-py3-none-any.whl", hash = "sha256:10e0e42e9e4401ce464dab79c870e50dfb4f413d326fa777f3582928ef9caf8f"},
+]
 
 [package.extras]
 dev = ["ipython", "sphinx (>=2.0)", "sphinx-rtd-theme"]
@@ -1102,9 +1836,12 @@ test = ["flake8", "pytest (>=5.0)"]
 name = "pyro-ppl"
 version = "1.8.4"
 description = "A Python library for probabilistic modeling and inference"
-category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "pyro-ppl-1.8.4.tar.gz", hash = "sha256:766fad61e52df48885de96d41213da1f8e8c1b79ecf308ad53189fcd15c1cb41"},
+    {file = "pyro_ppl-1.8.4-py3-none-any.whl", hash = "sha256:294f78f28f2fe7bbea2792bd6bd8c69b7cfe493cf8940cac97a9b5d0e7f194cd"},
+]
 
 [package.dependencies]
 numpy = ">=1.7"
@@ -1123,14 +1860,16 @@ test = ["black (>=21.4b0)", "flake8", "graphviz (>=0.8)", "jupyter (>=1.0.0)", "
 
 [[package]]
 name = "pytest"
-version = "7.2.1"
+version = "7.3.1"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "pytest-7.3.1-py3-none-any.whl", hash = "sha256:3799fa815351fea3a5e96ac7e503a96fa51cc9942c3753cda7651b93c1cfa362"},
+    {file = "pytest-7.3.1.tar.gz", hash = "sha256:434afafd78b1d78ed0addf160ad2b77a30d35d4bdf8af234fe621919d9ed15e3"},
+]
 
 [package.dependencies]
-attrs = ">=19.2.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
@@ -1139,15 +1878,18 @@ pluggy = ">=0.12,<2.0"
 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
 
 [[package]]
 name = "pytest-cov"
 version = "3.0.0"
 description = "Pytest plugin for measuring coverage."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "pytest-cov-3.0.0.tar.gz", hash = "sha256:e7f0f5b1617d2210a2cabc266dfe2f4c75a8d32fb89eafb7ad9d06f6d076d470"},
+    {file = "pytest_cov-3.0.0-py3-none-any.whl", hash = "sha256:578d5d15ac4a25e5f961c938b85a05b09fdaae9deef3bb6de9a6e766622ca7a6"},
+]
 
 [package.dependencies]
 coverage = {version = ">=5.2.1", extras = ["toml"]}
@@ -1160,9 +1902,12 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "pytest-timeout"
 version = "2.1.0"
 description = "pytest plugin to abort hanging tests"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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+    {file = "pytest_timeout-2.1.0-py3-none-any.whl", hash = "sha256:f6f50101443ce70ad325ceb4473c4255e9d74e3c7cd0ef827309dfa4c0d975c6"},
+]
 
 [package.dependencies]
 pytest = ">=5.0.0"
@@ -1171,9 +1916,12 @@ pytest = ">=5.0.0"
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
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+    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
+]
 
 [package.dependencies]
 six = ">=1.5"
@@ -1182,9 +1930,12 @@ six = ">=1.5"
 name = "pytkdocs"
 version = "0.16.1"
 description = "Load Python objects documentation."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+    {file = "pytkdocs-0.16.1.tar.gz", hash = "sha256:e2ccf6dfe9dbbceb09818673f040f1a7c32ed0bffb2d709b06be6453c4026045"},
+]
 
 [package.dependencies]
 astunparse = {version = ">=1.6", markers = "python_version < \"3.9\""}
@@ -1194,44 +1945,94 @@ numpy-style = ["docstring_parser (>=0.7)"]
 
 [[package]]
 name = "pytz"
-version = "2022.7.1"
+version = "2023.3"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = true
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "pyyaml"
 version = "6.0"
 description = "YAML parser and emitter for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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 [[package]]
 name = "pyyaml-env-tag"
 version = "0.1"
 description = "A custom YAML tag for referencing environment variables in YAML files. "
-category = "dev"
 optional = false
 python-versions = ">=3.6"
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 [package.dependencies]
 pyyaml = "*"
 
 [[package]]
 name = "requests"
-version = "2.28.2"
+version = "2.30.0"
 description = "Python HTTP for Humans."
-category = "dev"
 optional = false
-python-versions = ">=3.7, <4"
+python-versions = ">=3.7"
+files = [
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 [package.dependencies]
 certifi = ">=2017.4.17"
 charset-normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<1.27"
+urllib3 = ">=1.21.1,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
@@ -1241,17 +2042,57 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "ruff"
 version = "0.0.259"
 description = "An extremely fast Python linter, written in Rust."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
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@@ -1294,58 +2177,75 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
 
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+]
 
 [package.dependencies]
 numpy = [
@@ -1357,7 +2257,7 @@ pandas = ">=0.25"
 patsy = ">=0.5.2"
 scipy = [
     {version = ">=1.3", markers = "(python_version > \"3.9\" or platform_system != \"Windows\" or platform_machine != \"x86\") and python_version < \"3.12\""},
-    {version = ">=1.3,<1.9", markers = "python_version == \"3.8\" and platform_system == \"Windows\" and platform_machine == \"x86\" or python_version == \"3.9\" and platform_system == \"Windows\" and platform_machine == \"x86\""},
+    {version = ">=1.3,<1.9", markers = "(python_version == \"3.8\" or python_version == \"3.9\") and platform_system == \"Windows\" and platform_machine == \"x86\""},
 ]
 
 [package.extras]
@@ -1369,17 +2269,23 @@ docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "n
 name = "tblib"
 version = "1.7.0"
 description = "Traceback serialization library."
-category = "main"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
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+]
 
 [[package]]
 name = "tenacity"
-version = "8.1.0"
+version = "8.2.2"
 description = "Retry code until it succeeds"
-category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.extras]
 doc = ["reno", "sphinx", "tornado (>=4.5)"]
@@ -1388,67 +2294,98 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 name = "threadpoolctl"
 version = "3.1.0"
 description = "threadpoolctl"
-category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "threadpoolctl-3.1.0-py3-none-any.whl", hash = "sha256:8b99adda265feb6773280df41eece7b2e6561b772d21ffd52e372f999024907b"},
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+]
 
 [[package]]
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 description = "Python Library for Tom's Obvious, Minimal Language"
-category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
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+]
 
 [[package]]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [[package]]
 name = "toolz"
 version = "0.12.0"
 description = "List processing tools and functional utilities"
-category = "main"
 optional = true
 python-versions = ">=3.5"
+files = [
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+]
 
 [[package]]
 name = "torch"
-version = "1.13.1"
-description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
-category = "main"
+version = "2.0.1+cpu"
+description = ""
 optional = true
-python-versions = ">=3.7.0"
-
-[package.dependencies]
-nvidia-cublas-cu11 = {version = "11.10.3.66", markers = "platform_system == \"Linux\""}
-nvidia-cuda-nvrtc-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""}
-nvidia-cuda-runtime-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""}
-nvidia-cudnn-cu11 = {version = "8.5.0.96", markers = "platform_system == \"Linux\""}
-typing-extensions = "*"
+python-versions = "*"
+files = [
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+]
 
-[package.extras]
-opt-einsum = ["opt-einsum (>=3.3)"]
+[package.source]
+type = "legacy"
+url = "https://download.pytorch.org/whl/cpu"
+reference = "pytorch-cpu"
 
 [[package]]
 name = "tornado"
-version = "6.2"
+version = "6.3.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "main"
 optional = true
-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
+files = [
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+]
 
 [[package]]
 name = "tqdm"
-version = "4.64.1"
+version = "4.65.0"
 description = "Fast, Extensible Progress Meter"
-category = "main"
 optional = true
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.65.0-py3-none-any.whl", hash = "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"},
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+]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -1461,68 +2398,112 @@ telegram = ["requests"]
 
 [[package]]
 name = "types-toml"
-version = "0.10.8.1"
+version = "0.10.8.6"
 description = "Typing stubs for toml"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "types-toml-0.10.8.6.tar.gz", hash = "sha256:6d3ac79e36c9ee593c5d4fb33a50cca0e3adceb6ef5cff8b8e5aef67b4c4aaf2"},
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+]
 
 [[package]]
 name = "typing-extensions"
-version = "4.4.0"
+version = "4.5.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "typing_extensions-4.5.0-py3-none-any.whl", hash = "sha256:fb33085c39dd998ac16d1431ebc293a8b3eedd00fd4a32de0ff79002c19511b4"},
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+]
 
 [[package]]
 name = "urllib3"
-version = "1.26.14"
+version = "2.0.2"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+python-versions = ">=3.7"
+files = [
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+    {file = "urllib3-2.0.2.tar.gz", hash = "sha256:61717a1095d7e155cdb737ac7bb2f4324a858a1e2e6466f6d03ff630ca68d3cc"},
+]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "verspec"
 version = "0.1.0"
 description = "Flexible version handling"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "verspec-0.1.0-py3-none-any.whl", hash = "sha256:741877d5633cc9464c45a469ae2a31e801e6dbbaa85b9675d481cda100f11c31"},
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+]
 
 [package.extras]
 test = ["coverage", "flake8 (>=3.7)", "mypy", "pretend", "pytest"]
 
 [[package]]
 name = "virtualenv"
-version = "20.17.1"
+version = "20.23.0"
 description = "Virtual Python Environment builder"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 distlib = ">=0.3.6,<1"
-filelock = ">=3.4.1,<4"
-platformdirs = ">=2.4,<3"
+filelock = ">=3.11,<4"
+platformdirs = ">=3.2,<4"
 
 [package.extras]
-docs = ["proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-argparse (>=0.3.2)", "sphinx-rtd-theme (>=1)", "towncrier (>=22.8)"]
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+docs = ["furo (>=2023.3.27)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.3)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.3.1)", "pytest-env (>=0.8.1)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=67.7.1)", "time-machine (>=2.9)"]
 
 [[package]]
 name = "watchdog"
-version = "2.2.1"
+version = "3.0.0"
 description = "Filesystem events monitoring"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+files = [
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diff --git a/pyproject.toml b/pyproject.toml
index cb5d4e9f..9e25282b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,6 +15,11 @@ classifiers = [
     "Programming Language :: Python :: 3.11",
 ]
 
+[[tool.poetry.source]]
+name = "pytorch-cpu"
+url = "https://download.pytorch.org/whl/cpu"
+priority = "explicit"
+
 [tool.poetry.dependencies]
 python = ">=3.8,<3.12"
 parameterspace = ">=0.7.2,<0.9"
@@ -25,6 +30,7 @@ statsmodels = {version = "^0.13.2", optional = true}
 dask = {version = "^2023.1.0", optional = true}
 distributed = {version = "^2023.1.0", optional = true}
 pandas = {version = "^1.2.4", optional = true}
+torch = {version = ">=1.12", optional = true, source = "pytorch-cpu"}
 botorch = {version = "^0.7.1", optional = true}
 pymoo = {version = "^0.6.0.1", optional = true}
 
@@ -47,10 +53,10 @@ types-toml = "^0.10.7"
 kaleido = "0.2.1"  # pin hard, because 0.2.1post1 fails to install
 
 [tool.poetry.extras]
-all = ["numpy", "plotly", "scipy", "statsmodels", "dask", "distributed", "pandas", "botorch", "pymoo"]
+all = ["numpy", "plotly", "scipy", "statsmodels", "dask", "distributed", "pandas", "torch", "botorch", "pymoo"]
 hyperband = ["numpy"]
 bohb = ["numpy", "scipy", "statsmodels"]
-botorch = ["botorch"]
+botorch = ["torch", "botorch"]
 space-fill = ["numpy", "scipy"]
 dask = ["dask", "distributed"]
 visualization = ["plotly", "scipy", "pandas", "pymoo"]