From 91dca5605ba8c1cdaf42810eeb043222448b4ea5 Mon Sep 17 00:00:00 2001
From: jacopok <jacopok@gmail.com>
Date: Tue, 1 Nov 2022 16:19:15 +0100
Subject: [PATCH] chore: lock joblib version in pyproject.toml

fixes #46
---
 poetry.lock    | 905 ++++++++++++++++++++++++++-----------------------
 pyproject.toml |   2 +-
 2 files changed, 491 insertions(+), 416 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2becda6..7c7bfea 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -33,7 +33,7 @@ python-versions = "*"
 
 [[package]]
 name = "astroid"
-version = "2.12.11"
+version = "2.12.12"
 description = "An abstract syntax tree for Python with inference support."
 category = "dev"
 optional = false
@@ -46,7 +46,7 @@ wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "astropy"
-version = "5.1"
+version = "5.1.1"
 description = "Astronomy and astrophysics core library"
 category = "dev"
 optional = false
@@ -60,10 +60,10 @@ PyYAML = ">=3.13"
 
 [package.extras]
 all = ["asdf (>=2.10.0)", "beautifulsoup4", "bleach", "bottleneck", "certifi", "dask[array]", "h5py", "html5lib", "ipython (>=4.2)", "jplephem", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "mpmath", "pandas", "pyarrow (>=5.0.0)", "pytest (>=7.0)", "pytz", "scipy (>=1.3)", "sortedcontainers", "typing-extensions (>=3.10.0.1)"]
-docs = ["Jinja2 (<3.1)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "pytest (>=7.0)", "scipy (>=1.3)", "sphinx (<4)", "sphinx-astropy (>=1.6)", "sphinx-changelog (>=1.1.0)"]
+docs = ["Jinja2 (<3.1)", "matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "pytest (>=7.0)", "scipy (>=1.3)", "sphinx (<4)", "sphinx-astropy (>=1.6)", "sphinx-changelog (>=1.2.0)"]
 recommended = ["matplotlib (>=3.1,!=3.4.0,!=3.5.2)", "scipy (>=1.3)"]
 test = ["pytest (>=7.0)", "pytest-astropy (>=0.10)", "pytest-astropy-header (>=0.2.1)", "pytest-doctestplus (>=0.12)", "pytest-xdist"]
-test_all = ["coverage", "ipython (>=4.2)", "objgraph", "pytest (>=7.0)", "pytest-astropy (>=0.9)", "pytest-astropy-header (>=0.2.1)", "pytest-doctestplus (>=0.12)", "pytest-xdist", "sgp4 (>=2.3)", "skyfield (>=1.20)"]
+test_all = ["coverage", "ipython (>=4.2)", "objgraph", "pooch", "pytest (>=7.0)", "pytest-astropy (>=0.10)", "pytest-astropy-header (>=0.2.1)", "pytest-doctestplus (>=0.12)", "pytest-xdist", "sgp4 (>=2.3)", "skyfield (>=1.20)"]
 
 [[package]]
 name = "atomicwrites"
@@ -97,7 +97,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "Babel"
-version = "2.10.3"
+version = "2.11.0"
 description = "Internationalization utilities"
 category = "main"
 optional = true
@@ -260,11 +260,11 @@ validate = ["flake8", "mypy (==0.902)", "types-pkg-resources"]
 
 [[package]]
 name = "colorama"
-version = "0.4.5"
+version = "0.4.6"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 
 [[package]]
 name = "colorlog"
@@ -293,7 +293,7 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
 [[package]]
 name = "contourpy"
-version = "1.0.5"
+version = "1.0.6"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "dev"
 optional = false
@@ -304,7 +304,7 @@ numpy = ">=1.16"
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
-docs = ["docutils (<0.18)", "sphinx", "sphinx-rtd-theme"]
+docs = ["docutils (<0.18)", "sphinx (<=5.2.0)", "sphinx-rtd-theme"]
 test = ["Pillow", "flake8", "isort", "matplotlib", "pytest"]
 test-minimal = ["pytest"]
 test-no-codebase = ["Pillow", "matplotlib", "pytest"]
@@ -406,11 +406,11 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "dill"
-version = "0.3.5.1"
+version = "0.3.6"
 description = "serialize all of python"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+python-versions = ">=3.7"
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
@@ -453,7 +453,7 @@ testing = ["covdefaults (>=2.2)", "coverage (>=6.4.2)", "pytest (>=7.1.2)", "pyt
 
 [[package]]
 name = "fonttools"
-version = "4.37.4"
+version = "4.38.0"
 description = "Tools to manipulate font files"
 category = "dev"
 optional = false
@@ -491,14 +491,15 @@ python-versions = ">=2.7"
 
 [[package]]
 name = "greenlet"
-version = "1.1.3.post0"
+version = "2.0.0"
 description = "Lightweight in-process concurrent programming"
 category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 
 [package.extras]
-docs = ["Sphinx"]
+docs = ["Sphinx", "docutils (<0.18)"]
+test = ["faulthandler", "objgraph"]
 
 [[package]]
 name = "gwdatafind"
@@ -530,7 +531,7 @@ numpy = ">=1.14.5"
 
 [[package]]
 name = "identify"
-version = "2.5.6"
+version = "2.5.8"
 description = "File identification library for Python"
 category = "dev"
 optional = false
@@ -750,11 +751,11 @@ six = ">=1.4.1"
 
 [[package]]
 name = "lazy-object-proxy"
-version = "1.7.1"
+version = "1.8.0"
 description = "A fast and thorough lazy object proxy."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "ligo-segments"
@@ -910,7 +911,7 @@ matplotlib = "*"
 
 [[package]]
 name = "mutmut"
-version = "2.4.1"
+version = "2.4.2"
 description = "mutation testing for Python 3"
 category = "dev"
 optional = false
@@ -1009,6 +1010,54 @@ category = "main"
 optional = false
 python-versions = ">=3.8"
 
+[[package]]
+name = "nvidia-cublas-cu11"
+version = "11.10.3.66"
+description = "CUBLAS native runtime libraries"
+category = "dev"
+optional = false
+python-versions = ">=3"
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[[package]]
+name = "nvidia-cuda-nvrtc-cu11"
+version = "11.7.99"
+description = "NVRTC native runtime libraries"
+category = "dev"
+optional = false
+python-versions = ">=3"
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[[package]]
+name = "nvidia-cuda-runtime-cu11"
+version = "11.7.99"
+description = "CUDA Runtime native Libraries"
+category = "dev"
+optional = false
+python-versions = ">=3"
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
+[[package]]
+name = "nvidia-cudnn-cu11"
+version = "8.5.0.96"
+description = "cuDNN runtime libraries"
+category = "dev"
+optional = false
+python-versions = ">=3"
+
+[package.dependencies]
+setuptools = "*"
+wheel = "*"
+
 [[package]]
 name = "optuna"
 version = "2.10.1"
@@ -1074,7 +1123,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "pbr"
-version = "5.10.0"
+version = "5.11.0"
 description = "Python Build Reasonableness"
 category = "main"
 optional = false
@@ -1082,7 +1131,7 @@ python-versions = ">=2.6"
 
 [[package]]
 name = "pegasus-wms.api"
-version = "5.0.2"
+version = "5.0.3"
 description = "Pegasus Workflow Management System Python API"
 category = "dev"
 optional = false
@@ -1093,7 +1142,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "pegasus-wms.common"
-version = "5.0.2"
+version = "5.0.3"
 description = "Pegasus Workflow Management System Python Commons"
 category = "dev"
 optional = false
@@ -1123,7 +1172,7 @@ python-versions = "*"
 
 [[package]]
 name = "Pillow"
-version = "9.2.0"
+version = "9.3.0"
 description = "Python Imaging Library (Fork)"
 category = "dev"
 optional = false
@@ -1147,7 +1196,7 @@ test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock
 
 [[package]]
 name = "plotly"
-version = "5.10.0"
+version = "5.11.0"
 description = "An open-source, interactive data visualization library for Python"
 category = "main"
 optional = false
@@ -1194,7 +1243,7 @@ virtualenv = ">=20.0.8"
 
 [[package]]
 name = "prettytable"
-version = "3.4.1"
+version = "3.5.0"
 description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format"
 category = "main"
 optional = false
@@ -1235,8 +1284,8 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "py-cpuinfo"
-version = "8.0.0"
-description = "Get CPU info with pure Python 2 & 3"
+version = "9.0.0"
+description = "Get CPU info with pure Python"
 category = "dev"
 optional = false
 python-versions = "*"
@@ -1349,28 +1398,28 @@ plugins = ["importlib-metadata"]
 
 [[package]]
 name = "PyJWT"
-version = "2.5.0"
+version = "2.6.0"
 description = "JSON Web Token implementation in Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-crypto = ["cryptography (>=3.3.1)", "types-cryptography (>=3.3.21)"]
-dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.3.1)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "types-cryptography (>=3.3.21)", "zope.interface"]
+crypto = ["cryptography (>=3.4.0)"]
+dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
 docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pylint"
-version = "2.15.4"
+version = "2.15.5"
 description = "python code static checker"
 category = "dev"
 optional = false
 python-versions = ">=3.7.2"
 
 [package.dependencies]
-astroid = ">=2.12.11,<=2.14.0-dev0"
+astroid = ">=2.12.12,<=2.14.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = ">=0.2"
 isort = ">=4.2.5,<6"
@@ -1553,7 +1602,7 @@ tqdm = "*"
 
 [[package]]
 name = "pytz"
-version = "2022.4"
+version = "2022.6"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = true
@@ -1652,7 +1701,7 @@ tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.2)", "mypy (
 
 [[package]]
 name = "scipy"
-version = "1.9.2"
+version = "1.9.3"
 description = "Fundamental algorithms for scientific computing in Python"
 category = "main"
 optional = false
@@ -1904,7 +1953,7 @@ test = ["pytest"]
 
 [[package]]
 name = "SQLAlchemy"
-version = "1.4.41"
+version = "1.4.42"
 description = "Database Abstraction Library"
 category = "main"
 optional = false
@@ -1947,7 +1996,7 @@ develop = ["sphinx"]
 
 [[package]]
 name = "stevedore"
-version = "4.0.1"
+version = "4.1.0"
 description = "Manage dynamic plugins for Python applications"
 category = "main"
 optional = false
@@ -2004,23 +2053,30 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "tomlkit"
-version = "0.11.5"
+version = "0.11.6"
 description = "Style preserving TOML library"
 category = "dev"
 optional = false
-python-versions = ">=3.6,<4.0"
+python-versions = ">=3.6"
 
 [[package]]
 name = "torch"
-version = "1.12.1"
+version = "1.13.0"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 
 [package.dependencies]
+nvidia-cublas-cu11 = "11.10.3.66"
+nvidia-cuda-nvrtc-cu11 = "11.7.99"
+nvidia-cuda-runtime-cu11 = "11.7.99"
+nvidia-cudnn-cu11 = "8.5.0.96"
 typing-extensions = "*"
 
+[package.extras]
+opt-einsum = ["opt-einsum (>=3.3)"]
+
 [[package]]
 name = "tornado"
 version = "6.2"
@@ -2085,18 +2141,19 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.4.0"
+version = "5.5.0"
 description = ""
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest"]
 
 [[package]]
 name = "types-PyYAML"
-version = "6.0.12"
+version = "6.0.12.1"
 description = "Typing stubs for PyYAML"
 category = "main"
 optional = false
@@ -2133,19 +2190,19 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.16.5"
+version = "20.16.6"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-distlib = ">=0.3.5,<1"
+distlib = ">=0.3.6,<1"
 filelock = ">=3.4.1,<4"
 platformdirs = ">=2.4,<3"
 
 [package.extras]
-docs = ["proselint (>=0.13)", "sphinx (>=5.1.1)", "sphinx-argparse (>=0.3.1)", "sphinx-rtd-theme (>=1)", "towncrier (>=21.9)"]
+docs = ["proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-argparse (>=0.3.2)", "sphinx-rtd-theme (>=1)", "towncrier (>=22.8)"]
 testing = ["coverage (>=6.2)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=21.3)", "pytest (>=7.0.1)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.6.1)", "pytest-randomly (>=3.10.3)", "pytest-timeout (>=2.1)"]
 
 [[package]]
@@ -2156,6 +2213,17 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "wheel"
+version = "0.37.1"
+description = "A built-package format for Python"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.extras]
+test = ["pytest (>=3.0.0)", "pytest-cov"]
+
 [[package]]
 name = "wrapt"
 version = "1.14.1"
@@ -2166,7 +2234,7 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
 [[package]]
 name = "zipp"
-version = "3.9.0"
+version = "3.10.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
@@ -2182,7 +2250,7 @@ docs = ["Sphinx", "sphinx-rtd-theme", "readthedocs-sphinx-search", "myst-parser"
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.8,<3.11"
-content-hash = "9c77877cb948c9d2e0d27b4ca608903015e1d0e8c4c7daf49817af9f73a3c45d"
+content-hash = "2cd862dea3dd06d60ae35999038bb79bcdc5a242a9057a314b05631743bd1e49"
 
 [metadata.files]
 alabaster = [
@@ -2198,28 +2266,41 @@ appnope = [
     {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
 ]
 astroid = [
-    {file = "astroid-2.12.11-py3-none-any.whl", hash = "sha256:867a756bbf35b7bc07b35bfa6522acd01f91ad9919df675e8428072869792dce"},
-    {file = "astroid-2.12.11.tar.gz", hash = "sha256:2df4f9980c4511474687895cbfdb8558293c1a826d9118bb09233d7c2bff1c83"},
+    {file = "astroid-2.12.12-py3-none-any.whl", hash = "sha256:72702205200b2a638358369d90c222d74ebc376787af8fb2f7f2a86f7b5cc85f"},
+    {file = "astroid-2.12.12.tar.gz", hash = "sha256:1c00a14f5a3ed0339d38d2e2e5b74ea2591df5861c0936bb292b84ccf3a78d83"},
 ]
 astropy = [
-    {file = "astropy-5.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5d0e5f8ff0ae1317a095ac48a38e3708de470534f2930c4833d166ef3c44d99d"},
-    {file = "astropy-5.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:25b8b512901dd1a443341e8941cab882d7275d42ed7aa2f3908adb3158d5c377"},
-    {file = "astropy-5.1-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:41bfe328b5657404dd0501f7abde89651f8a0bd28358fe7b6144d6b49ae1adee"},
-    {file = "astropy-5.1-cp310-cp310-win32.whl", hash = "sha256:09030535263893e4e81a9f60936d3a83ad48696937323c5b22a7cda91e5c039b"},
-    {file = "astropy-5.1-cp310-cp310-win_amd64.whl", hash = "sha256:857972d9c76d2adb90b80948b0f4e01f3483abfbbf80eeb07803188c178dd8cc"},
-    {file = "astropy-5.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a17f0b0d8bf1e25ff6e3d85571fd032fec1a522ffd6b2b1551429a22b7264a9e"},
-    {file = "astropy-5.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:1795e6985eb477084a7af719fe5d36a1832612594065b51175d4a02fc263ee6d"},
-    {file = "astropy-5.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:8a8aa983bc8e20f0335ba66ff399b413653569388a7325de84b13de85d9e2839"},
-    {file = "astropy-5.1-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c36f9f3a4ea8eb914528fc7f7a881837c817839b07994960189fd51170327ac3"},
-    {file = "astropy-5.1-cp38-cp38-win32.whl", hash = "sha256:0ea4ef58a5a70fd68c71731baa87352fb40e1bbf763456fb10148af4ef3f0ff1"},
-    {file = "astropy-5.1-cp38-cp38-win_amd64.whl", hash = "sha256:0423e527f5033a2b42fc154dd82904ca98acb9b0a62e51bb7428410d05b41b74"},
-    {file = "astropy-5.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:e6e1ed8c63598a0d9804187ebac880a66fe49d21195b086c877f2bc7de486c68"},
-    {file = "astropy-5.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:af1f5fa5807371fc1f9a81287e160fa3de00c4947742cf4aa9a81eb6d9671867"},
-    {file = "astropy-5.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:a4ce6ddb7cfa54412e8700b34190db47142dc64f5e84aecb67a9751327218974"},
-    {file = "astropy-5.1-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:928507a389a708cc9f3b9eaeedc7ce3b0f3e43d2493cff92073fdb7be3cb3a3a"},
-    {file = "astropy-5.1-cp39-cp39-win32.whl", hash = "sha256:4c4c9e57710cc2fdf8da2f470afe204183256f2eb8712e8777491db4348818ca"},
-    {file = "astropy-5.1-cp39-cp39-win_amd64.whl", hash = "sha256:f54d3537e987c33244435fb155f9087e130abae4126d06b003171c15dbff6ed6"},
-    {file = "astropy-5.1.tar.gz", hash = "sha256:1db1b2c7eddfc773ca66fa33bd07b25d5b9c3b5eee2b934e0ca277fa5b1b7b7e"},
+    {file = "astropy-5.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1845b338605a1115d2a5854707e86a9c118a7cce5d2a1c0da6a39d67ebb1648c"},
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 types-PyYAML = [
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-    {file = "types_PyYAML-6.0.12-py3-none-any.whl", hash = "sha256:29228db9f82df4f1b7febee06bbfb601677882e98a3da98132e31c6874163e15"},
+    {file = "types-PyYAML-6.0.12.1.tar.gz", hash = "sha256:70ccaafcf3fb404d57bffc1529fdd86a13e8b4f2cf9fc3ee81a6408ce0ad59d2"},
+    {file = "types_PyYAML-6.0.12.1-py3-none-any.whl", hash = "sha256:aaf5e51444c13bd34104695a89ad9c48412599a4f615d65a60e649109714f608"},
 ]
 types-setuptools = [
     {file = "types-setuptools-57.4.18.tar.gz", hash = "sha256:8ee03d823fe7fda0bd35faeae33d35cb5c25b497263e6a58b34c4cfd05f40bcf"},
@@ -3778,13 +3849,17 @@ urllib3 = [
     {file = "urllib3-1.26.12.tar.gz", hash = "sha256:3fa96cf423e6987997fc326ae8df396db2a8b7c667747d47ddd8ecba91f4a74e"},
 ]
 virtualenv = [
-    {file = "virtualenv-20.16.5-py3-none-any.whl", hash = "sha256:d07dfc5df5e4e0dbc92862350ad87a36ed505b978f6c39609dc489eadd5b0d27"},
-    {file = "virtualenv-20.16.5.tar.gz", hash = "sha256:227ea1b9994fdc5ea31977ba3383ef296d7472ea85be9d6732e42a91c04e80da"},
+    {file = "virtualenv-20.16.6-py3-none-any.whl", hash = "sha256:186ca84254abcbde98180fd17092f9628c5fe742273c02724972a1d8a2035108"},
+    {file = "virtualenv-20.16.6.tar.gz", hash = "sha256:530b850b523c6449406dfba859d6345e48ef19b8439606c5d74d7d3c9e14d76e"},
 ]
 wcwidth = [
     {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
     {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
 ]
+wheel = [
+    {file = "wheel-0.37.1-py2.py3-none-any.whl", hash = "sha256:4bdcd7d840138086126cd09254dc6195fb4fc6f01c050a1d7236f2630db1d22a"},
+    {file = "wheel-0.37.1.tar.gz", hash = "sha256:e9a504e793efbca1b8e0e9cb979a249cf4a0a7b5b8c9e8b65a5e39d49529c1c4"},
+]
 wrapt = [
     {file = "wrapt-1.14.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:1b376b3f4896e7930f1f772ac4b064ac12598d1c38d04907e696cc4d794b43d3"},
     {file = "wrapt-1.14.1-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:903500616422a40a98a5a3c4ff4ed9d0066f3b4c951fa286018ecdf0750194ef"},
@@ -3852,6 +3927,6 @@ wrapt = [
     {file = "wrapt-1.14.1.tar.gz", hash = "sha256:380a85cf89e0e69b7cfbe2ea9f765f004ff419f34194018a6827ac0e3edfed4d"},
 ]
 zipp = [
-    {file = "zipp-3.9.0-py3-none-any.whl", hash = "sha256:972cfa31bc2fedd3fa838a51e9bc7e64b7fb725a8c00e7431554311f180e9980"},
-    {file = "zipp-3.9.0.tar.gz", hash = "sha256:3a7af91c3db40ec72dd9d154ae18e008c69efe8ca88dde4f9a731bb82fe2f9eb"},
+    {file = "zipp-3.10.0-py3-none-any.whl", hash = "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1"},
+    {file = "zipp-3.10.0.tar.gz", hash = "sha256:7a7262fd930bd3e36c50b9a64897aec3fafff3dfdeec9623ae22b40e93f99bb8"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index 506869c..4f04d7f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,7 +17,7 @@ optuna = "^2.10.0" # for optimization of hyperparameters
 scikit-learn = "1.1.2" # provides the neural networks
 h5py = "^3.6.0" # for management of h5 files
 numba = ">=0.56.2" # acceleration of numerical computations
-joblib = "^1.1.0" # to save pickled objects such as neural networks
+joblib = "1.2.0" # to save pickled objects such as neural networks
 tqdm = "^4.62.3" # makes progressbars
 sortedcontainers = "^2.4.0" # for the management of index lists while downsampling
 plotly = "^5.5.0" # to make plots for optuna studies