From 2c1322e36edaf74a3e89627861d403dae322c0a1 Mon Sep 17 00:00:00 2001
From: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>
Date: Tue, 15 Jun 2021 15:49:59 +0200
Subject: [PATCH] dev/v0.4.0 (#202)

* updating to 0.4.0

* updating poetry.lock

* adding requirements for GH dependency management

Signed-off-by: Sylvain Chevallier <sylvain.chevallier@uvsq.fr>
---
 moabb/__init__.py |   2 +-
 poetry.lock       | 156 ++++++++++++------------
 pyproject.toml    |   2 +-
 requirements.txt  | 297 ++++++++++++++++++++++++++++++++++++++++++++++
 4 files changed, 377 insertions(+), 80 deletions(-)
 create mode 100644 requirements.txt

diff --git a/moabb/__init__.py b/moabb/__init__.py
index e365e2410..06f8a279e 100644
--- a/moabb/__init__.py
+++ b/moabb/__init__.py
@@ -1,4 +1,4 @@
 # flake8: noqa
-__version__ = "0.3.0"
+__version__ = "0.4.0"
 
 from moabb.utils import set_log_level
diff --git a/poetry.lock b/poetry.lock
index 72ce89f7e..ea6cd8036 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -35,7 +35,7 @@ python-versions = "*"
 
 [[package]]
 name = "certifi"
-version = "2020.12.5"
+version = "2021.5.30"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
@@ -43,7 +43,7 @@ python-versions = "*"
 
 [[package]]
 name = "cfgv"
-version = "3.2.0"
+version = "3.3.0"
 description = "Validate configuration and produce human readable error messages."
 category = "dev"
 optional = false
@@ -78,7 +78,7 @@ six = "*"
 
 [[package]]
 name = "distlib"
-version = "0.3.1"
+version = "0.3.2"
 description = "Distribution utilities"
 category = "dev"
 optional = false
@@ -119,7 +119,7 @@ numpy = [
 
 [[package]]
 name = "identify"
-version = "2.2.4"
+version = "2.2.10"
 description = "File identification library for Python"
 category = "dev"
 optional = false
@@ -146,7 +146,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.0.1"
+version = "4.5.0"
 description = "Read metadata from Python packages"
 category = "dev"
 optional = false
@@ -162,14 +162,14 @@ testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytes
 
 [[package]]
 name = "importlib-resources"
-version = "5.1.3"
+version = "5.1.4"
 description = "Read resources from Python packages"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-zipp = {version = ">=0.4", markers = "python_version < \"3.8\""}
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
@@ -177,14 +177,14 @@ testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytes
 
 [[package]]
 name = "jinja2"
-version = "3.0.0"
+version = "3.0.1"
 description = "A very fast and expressive template engine."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-MarkupSafe = ">=2.0.0rc2"
+MarkupSafe = ">=2.0"
 
 [package.extras]
 i18n = ["Babel (>=2.7)"]
@@ -219,7 +219,7 @@ mistune = "*"
 
 [[package]]
 name = "markupsafe"
-version = "2.0.0"
+version = "2.0.1"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "dev"
 optional = false
@@ -329,7 +329,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "pooch"
-version = "1.3.0"
+version = "1.4.0"
 description = "Pooch manages your Python library's sample data files: it automatically downloads and stores them in a local directory, with support for versioning and corruption checks."
 category = "main"
 optional = false
@@ -342,7 +342,7 @@ requests = "*"
 
 [[package]]
 name = "pre-commit"
-version = "2.12.1"
+version = "2.13.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 category = "dev"
 optional = false
@@ -568,11 +568,11 @@ test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "1.0.3"
+version = "2.0.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [package.extras]
 lint = ["flake8", "mypy", "docutils-stubs"]
@@ -603,7 +603,7 @@ test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.4"
+version = "1.1.5"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
 category = "dev"
 optional = false
@@ -654,20 +654,20 @@ python-versions = "*"
 
 [[package]]
 name = "urllib3"
-version = "1.26.4"
+version = "1.26.5"
 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.*, <4"
 
 [package.extras]
+brotli = ["brotlipy (>=0.6.0)"]
 secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
-brotli = ["brotlipy (>=0.6.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.4.6"
+version = "20.4.7"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
@@ -723,12 +723,12 @@ cached-property = [
     {file = "cached_property-1.5.2-py2.py3-none-any.whl", hash = "sha256:df4f613cf7ad9a588cc381aaf4a512d26265ecebd5eb9e1ba12f1319eb85a6a0"},
 ]
 certifi = [
-    {file = "certifi-2020.12.5-py2.py3-none-any.whl", hash = "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"},
-    {file = "certifi-2020.12.5.tar.gz", hash = "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c"},
+    {file = "certifi-2021.5.30-py2.py3-none-any.whl", hash = "sha256:50b1e4f8446b06f41be7dd6338db18e0990601dce795c2b1686458aa7e8fa7d8"},
+    {file = "certifi-2021.5.30.tar.gz", hash = "sha256:2bbf76fd432960138b3ef6dda3dde0544f27cbf8546c458e60baf371917ba9ee"},
 ]
 cfgv = [
-    {file = "cfgv-3.2.0-py2.py3-none-any.whl", hash = "sha256:32e43d604bbe7896fe7c248a9c2276447dbef840feb28fe20494f62af110211d"},
-    {file = "cfgv-3.2.0.tar.gz", hash = "sha256:cf22deb93d4bcf92f345a5c3cd39d3d41d6340adc60c78bbbd6588c384fda6a1"},
+    {file = "cfgv-3.3.0-py2.py3-none-any.whl", hash = "sha256:b449c9c6118fe8cca7fa5e00b9ec60ba08145d281d52164230a69211c5d597a1"},
+    {file = "cfgv-3.3.0.tar.gz", hash = "sha256:9e600479b3b99e8af981ecdfc80a0296104ee610cab48a5ae4ffd0b668650eb1"},
 ]
 chardet = [
     {file = "chardet-4.0.0-py2.py3-none-any.whl", hash = "sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5"},
@@ -743,8 +743,8 @@ cycler = [
     {file = "cycler-0.10.0.tar.gz", hash = "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"},
 ]
 distlib = [
-    {file = "distlib-0.3.1-py2.py3-none-any.whl", hash = "sha256:8c09de2c67b3e7deef7184574fc060ab8a793e7adbb183d942c389c8b13c52fb"},
-    {file = "distlib-0.3.1.zip", hash = "sha256:edf6116872c863e1aa9d5bb7cb5e05a022c519a4594dc703843343a9ddd9bff1"},
+    {file = "distlib-0.3.2-py2.py3-none-any.whl", hash = "sha256:23e223426b28491b1ced97dc3bbe183027419dfc7982b4fa2f05d5f3ff10711c"},
+    {file = "distlib-0.3.2.zip", hash = "sha256:106fef6dc37dd8c0e2c0a60d3fca3e77460a48907f335fa28420463a6f799736"},
 ]
 docutils = [
     {file = "docutils-0.16-py2.py3-none-any.whl", hash = "sha256:0c5b78adfbf7762415433f5515cd5c9e762339e23369dbe8000d84a4bf4ab3af"},
@@ -770,8 +770,8 @@ h5py = [
     {file = "h5py-3.1.0.tar.gz", hash = "sha256:1e2516f190652beedcb8c7acfa1c6fa92d99b42331cbef5e5c7ec2d65b0fc3c2"},
 ]
 identify = [
-    {file = "identify-2.2.4-py2.py3-none-any.whl", hash = "sha256:ad9f3fa0c2316618dc4d840f627d474ab6de106392a4f00221820200f490f5a8"},
-    {file = "identify-2.2.4.tar.gz", hash = "sha256:9bcc312d4e2fa96c7abebcdfb1119563b511b5e3985ac52f60d9116277865b2e"},
+    {file = "identify-2.2.10-py2.py3-none-any.whl", hash = "sha256:18d0c531ee3dbc112fa6181f34faa179de3f57ea57ae2899754f16a7e0ff6421"},
+    {file = "identify-2.2.10.tar.gz", hash = "sha256:5b41f71471bc738e7b586308c3fca172f78940195cb3bf6734c1e66fdac49306"},
 ]
 idna = [
     {file = "idna-2.10-py2.py3-none-any.whl", hash = "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"},
@@ -782,16 +782,16 @@ imagesize = [
     {file = "imagesize-1.2.0.tar.gz", hash = "sha256:b1f6b5a4eab1f73479a50fb79fcf729514a900c341d8503d62a62dbc4127a2b1"},
 ]
 importlib-metadata = [
-    {file = "importlib_metadata-4.0.1-py3-none-any.whl", hash = "sha256:d7eb1dea6d6a6086f8be21784cc9e3bcfa55872b52309bc5fad53a8ea444465d"},
-    {file = "importlib_metadata-4.0.1.tar.gz", hash = "sha256:8c501196e49fb9df5df43833bdb1e4328f64847763ec8a50703148b73784d581"},
+    {file = "importlib_metadata-4.5.0-py3-none-any.whl", hash = "sha256:833b26fb89d5de469b24a390e9df088d4e52e4ba33b01dc5e0e4f41b81a16c00"},
+    {file = "importlib_metadata-4.5.0.tar.gz", hash = "sha256:b142cc1dd1342f31ff04bb7d022492b09920cb64fed867cd3ea6f80fe3ebd139"},
 ]
 importlib-resources = [
-    {file = "importlib_resources-5.1.3-py3-none-any.whl", hash = "sha256:3b9c774e0e7e8d9c069eb2fe6aee7e9ae71759a381dec02eb45249fba7f38713"},
-    {file = "importlib_resources-5.1.3.tar.gz", hash = "sha256:0786b216556e53b34156263ab654406e543a8b0d9b1381019e25a36a09263c36"},
+    {file = "importlib_resources-5.1.4-py3-none-any.whl", hash = "sha256:e962bff7440364183203d179d7ae9ad90cb1f2b74dcb84300e88ecc42dca3351"},
+    {file = "importlib_resources-5.1.4.tar.gz", hash = "sha256:54161657e8ffc76596c4ede7080ca68cb02962a2e074a2586b695a93a925d36e"},
 ]
 jinja2 = [
-    {file = "Jinja2-3.0.0-py3-none-any.whl", hash = "sha256:2f2de5285cf37f33d33ecd4a9080b75c87cd0c1994d5a9c6df17131ea1f049c6"},
-    {file = "Jinja2-3.0.0.tar.gz", hash = "sha256:ea8d7dd814ce9df6de6a761ec7f1cac98afe305b8cdc4aaae4e114b8d8ce24c5"},
+    {file = "Jinja2-3.0.1-py3-none-any.whl", hash = "sha256:1f06f2da51e7b56b8f238affdd6b4e2c61e39598a378cc49345bc1bd42a978a4"},
+    {file = "Jinja2-3.0.1.tar.gz", hash = "sha256:703f484b47a6af502e743c9122595cc812b0271f661722403114f71a79d0f5a4"},
 ]
 joblib = [
     {file = "joblib-1.0.1-py3-none-any.whl", hash = "sha256:feeb1ec69c4d45129954f1b7034954241eedfd6ba39b5e9e4b6883be3332d5e5"},
@@ -836,40 +836,40 @@ m2r2 = [
     {file = "m2r2-0.2.7.tar.gz", hash = "sha256:fbf72ade9f648d41658f97c5267687431612451f36b65761a138fbc276294df5"},
 ]
 markupsafe = [
-    {file = "MarkupSafe-2.0.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:2efaeb1baff547063bad2b2893a8f5e9c459c4624e1a96644bbba08910ae34e0"},
-    {file = "MarkupSafe-2.0.0-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:441ce2a8c17683d97e06447fcbccbdb057cbf587c78eb75ae43ea7858042fe2c"},
-    {file = "MarkupSafe-2.0.0-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:45535241baa0fc0ba2a43961a1ac7562ca3257f46c4c3e9c0de38b722be41bd1"},
-    {file = "MarkupSafe-2.0.0-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:90053234a6479738fd40d155268af631c7fca33365f964f2208867da1349294b"},
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+    {file = "MarkupSafe-2.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:984d76483eb32f1bcb536dc27e4ad56bba4baa70be32fa87152832cdd9db0833"},
+    {file = "MarkupSafe-2.0.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:2ef54abee730b502252bcdf31b10dacb0a416229b72c18b19e24a4509f273d26"},
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+    {file = "MarkupSafe-2.0.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:f8ba0e8349a38d3001fae7eadded3f6606f0da5d748ee53cc1dab1d6527b9509"},
+    {file = "MarkupSafe-2.0.1-cp39-cp39-win32.whl", hash = "sha256:10f82115e21dc0dfec9ab5c0223652f7197feb168c940f3ef61563fc2d6beb74"},
+    {file = "MarkupSafe-2.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:693ce3f9e70a6cf7d2fb9e6c9d8b204b6b39897a2c4a1aa65728d5ac97dcc1d8"},
+    {file = "MarkupSafe-2.0.1.tar.gz", hash = "sha256:594c67807fb16238b30c44bdf74f36c02cdf22d1c8cda91ef8a0ed8dabf5620a"},
 ]
 matplotlib = [
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@@ -1016,12 +1016,12 @@ pillow = [
     {file = "Pillow-8.2.0.tar.gz", hash = "sha256:a787ab10d7bb5494e5f76536ac460741788f1fbce851068d73a87ca7c35fc3e1"},
 ]
 pooch = [
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-    {file = "pooch-1.3.0.tar.gz", hash = "sha256:30d448e825904e2d763bbbe418831a788813c32f636b21c8d60ee5f474532898"},
+    {file = "pooch-1.4.0-py3-none-any.whl", hash = "sha256:f6ee25f6638cfce239134c2d991d311dd2bde3f6a3ac11c953606313109fd5f5"},
+    {file = "pooch-1.4.0.tar.gz", hash = "sha256:f827e79ab51b21a8964a4b1ea8972aa4a1079cb9c1ff8e9ec61893eb7dab50cb"},
 ]
 pre-commit = [
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-    {file = "pre_commit-2.12.1.tar.gz", hash = "sha256:900d3c7e1bf4cf0374bb2893c24c23304952181405b4d88c9c40b72bda1bb8a9"},
+    {file = "pre_commit-2.13.0-py2.py3-none-any.whl", hash = "sha256:b679d0fddd5b9d6d98783ae5f10fd0c4c59954f375b70a58cbe1ce9bcf9809a4"},
+    {file = "pre_commit-2.13.0.tar.gz", hash = "sha256:764972c60693dc668ba8e86eb29654ec3144501310f7198742a767bec385a378"},
 ]
 pygments = [
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@@ -1154,8 +1154,8 @@ sphinxcontrib-devhelp = [
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 ]
 sphinxcontrib-htmlhelp = [
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+    {file = "sphinxcontrib-htmlhelp-2.0.0.tar.gz", hash = "sha256:f5f8bb2d0d629f398bf47d0d69c07bc13b65f75a81ad9e2f71a63d4b7a2f6db2"},
+    {file = "sphinxcontrib_htmlhelp-2.0.0-py2.py3-none-any.whl", hash = "sha256:d412243dfb797ae3ec2b59eca0e52dac12e75a241bf0e4eb861e450d06c6ed07"},
 ]
 sphinxcontrib-jsmath = [
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@@ -1166,8 +1166,8 @@ sphinxcontrib-qthelp = [
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 ]
 sphinxcontrib-serializinghtml = [
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-    {file = "sphinxcontrib_serializinghtml-1.1.4-py2.py3-none-any.whl", hash = "sha256:f242a81d423f59617a8e5cf16f5d4d74e28ee9a66f9e5b637a18082991db5a9a"},
+    {file = "sphinxcontrib-serializinghtml-1.1.5.tar.gz", hash = "sha256:aa5f6de5dfdf809ef505c4895e51ef5c9eac17d0f287933eb49ec495280b6952"},
+    {file = "sphinxcontrib_serializinghtml-1.1.5-py2.py3-none-any.whl", hash = "sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd"},
 ]
 tdlda = []
 threadpoolctl = [
@@ -1184,12 +1184,12 @@ typing-extensions = [
     {file = "typing_extensions-3.10.0.0.tar.gz", hash = "sha256:50b6f157849174217d0656f99dc82fe932884fb250826c18350e159ec6cdf342"},
 ]
 urllib3 = [
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-    {file = "urllib3-1.26.4.tar.gz", hash = "sha256:e7b021f7241115872f92f43c6508082facffbd1c048e3c6e2bb9c2a157e28937"},
+    {file = "urllib3-1.26.5-py2.py3-none-any.whl", hash = "sha256:753a0374df26658f99d826cfe40394a686d05985786d946fbe4165b5148f5a7c"},
+    {file = "urllib3-1.26.5.tar.gz", hash = "sha256:a7acd0977125325f516bda9735fa7142b909a8d01e8b2e4c8108d0984e6e0098"},
 ]
 virtualenv = [
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-    {file = "virtualenv-20.4.6.tar.gz", hash = "sha256:72cf267afc04bf9c86ec932329b7e94db6a0331ae9847576daaa7ca3c86b29a4"},
+    {file = "virtualenv-20.4.7-py2.py3-none-any.whl", hash = "sha256:2b0126166ea7c9c3661f5b8e06773d28f83322de7a3ff7d06f0aed18c9de6a76"},
+    {file = "virtualenv-20.4.7.tar.gz", hash = "sha256:14fdf849f80dbb29a4eb6caa9875d476ee2a5cf76a5f5415fa2f1606010ab467"},
 ]
 zipp = [
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diff --git a/pyproject.toml b/pyproject.toml
index 7eb035a50..217c8ffa0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "moabb"
-version = "0.3.0"
+version = "0.4.0"
 description = "Mother of All BCI Benchmarks"
 authors = ["Alexandre Barachant", "Vinay Jayaram"]
 maintainers = ["Sylvain Chevallier <sylvain.chevallier@uvsq.fr>"]
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 000000000..f3c38a61d
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,297 @@
+appdirs==1.4.4; python_version >= "3.6" \
+    --hash=sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128 \
+    --hash=sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41
+cached-property==1.5.2; python_version < "3.8" and python_version >= "3.6" \
+    --hash=sha256:9fa5755838eecbb2d234c3aa390bd80fbd3ac6b6869109bfc1b499f7bd89a130 \
+    --hash=sha256:df4f613cf7ad9a588cc381aaf4a512d26265ecebd5eb9e1ba12f1319eb85a6a0
+certifi==2021.5.30; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6" \
+    --hash=sha256:50b1e4f8446b06f41be7dd6338db18e0990601dce795c2b1686458aa7e8fa7d8 \
+    --hash=sha256:2bbf76fd432960138b3ef6dda3dde0544f27cbf8546c458e60baf371917ba9ee
+chardet==4.0.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6" \
+    --hash=sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5 \
+    --hash=sha256:0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa
+cycler==0.10.0; python_version >= "3.6" \
+    --hash=sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d \
+    --hash=sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8
+h5py==3.1.0; python_version >= "3.6" \
+    --hash=sha256:1cd367f89a5441236bdbb795e9fb9a9e3424929c00b4a54254ca760437f83d69 \
+    --hash=sha256:fea05349f63625a8fb808e57e42bb4c76930cf5d50ac58b678c52f913a48a89b \
+    --hash=sha256:2e37352ddfcf9d77a2a47f7c8f7e125c6d20cc06c2995edeb7be222d4e152636 \
+    --hash=sha256:e33f61d3eb862614c0f273a1f993a64dc2f093e1a3094932c50ada9d2db2170f \
+    --hash=sha256:236ac8d943be30b617ab615c3d4a4bf4a438add2be87e54af3687ab721a18fac \
+    --hash=sha256:02c391fdb980762a1cc03a4bcaecd03dc463994a9a63a02264830114a96e111f \
+    --hash=sha256:f89a3dae38843ffa49d17a31a3509a8129e9b46ece602a0138e1ed79e685c361 \
+    --hash=sha256:ba71f6229d2013fbb606476ecc29c6223fc16b244d35fcd8566ad9dbaf910857 \
+    --hash=sha256:dccb89358bc84abcd711363c3e138f9f4eccfdf866f2139a8e72308328765b2c \
+    --hash=sha256:cb74df83709d6d03d11e60b9480812f58da34f194beafa8c8314dbbeeedfe0a6 \
+    --hash=sha256:80c623be10479e81b64fa713b7ed4c0bbe9f02e8e7d2a2e5382336087b615ce4 \
+    --hash=sha256:1cdfd1c5449ca1329d152f0b66830e93226ebce4f5e07dd8dc16bfc2b1a49d7b \
+    --hash=sha256:1e2516f190652beedcb8c7acfa1c6fa92d99b42331cbef5e5c7ec2d65b0fc3c2
+idna==2.10; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6" \
+    --hash=sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0 \
+    --hash=sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6
+joblib==1.0.1; python_version >= "3.6" \
+    --hash=sha256:feeb1ec69c4d45129954f1b7034954241eedfd6ba39b5e9e4b6883be3332d5e5 \
+    --hash=sha256:9c17567692206d2f3fb9ecf5e991084254fe631665c450b443761c4186a613f7
+kiwisolver==1.3.1; python_version >= "3.6" \
+    --hash=sha256:fd34fbbfbc40628200730bc1febe30631347103fc8d3d4fa012c21ab9c11eca9 \
+    --hash=sha256:d3155d828dec1d43283bd24d3d3e0d9c7c350cdfcc0bd06c0ad1209c1bbc36d0 \
+    --hash=sha256:5a7a7dbff17e66fac9142ae2ecafb719393aaee6a3768c9de2fd425c63b53e21 \
+    --hash=sha256:f8d6f8db88049a699817fd9178782867bf22283e3813064302ac59f61d95be05 \
+    --hash=sha256:5f6ccd3dd0b9739edcf407514016108e2280769c73a85b9e59aa390046dbf08b \
+    --hash=sha256:225e2e18f271e0ed8157d7f4518ffbf99b9450fca398d561eb5c4a87d0986dd9 \
+    --hash=sha256:cf8b574c7b9aa060c62116d4181f3a1a4e821b2ec5cbfe3775809474113748d4 \
+    --hash=sha256:232c9e11fd7ac3a470d65cd67e4359eee155ec57e822e5220322d7b2ac84fbf0 \
+    --hash=sha256:b38694dcdac990a743aa654037ff1188c7a9801ac3ccc548d3341014bc5ca278 \
+    --hash=sha256:ca3820eb7f7faf7f0aa88de0e54681bddcb46e485beb844fcecbcd1c8bd01689 \
+    --hash=sha256:c8fd0f1ae9d92b42854b2979024d7597685ce4ada367172ed7c09edf2cef9cb8 \
+    --hash=sha256:1e1bc12fb773a7b2ffdeb8380609f4f8064777877b2225dec3da711b421fda31 \
+    --hash=sha256:72c99e39d005b793fb7d3d4e660aed6b6281b502e8c1eaf8ee8346023c8e03bc \
+    --hash=sha256:8be8d84b7d4f2ba4ffff3665bcd0211318aa632395a1a41553250484a871d454 \
+    --hash=sha256:31dfd2ac56edc0ff9ac295193eeaea1c0c923c0355bf948fbd99ed6018010b72 \
+    --hash=sha256:563c649cfdef27d081c84e72a03b48ea9408c16657500c312575ae9d9f7bc1c3 \
+    --hash=sha256:78751b33595f7f9511952e7e60ce858c6d64db2e062afb325985ddbd34b5c131 \
+    --hash=sha256:a357fd4f15ee49b4a98b44ec23a34a95f1e00292a139d6015c11f55774ef10de \
+    --hash=sha256:5989db3b3b34b76c09253deeaf7fbc2707616f130e166996606c284395da3f18 \
+    --hash=sha256:c08e95114951dc2090c4a630c2385bef681cacf12636fb0241accdc6b303fd81 \
+    --hash=sha256:44a62e24d9b01ba94ae7a4a6c3fb215dc4af1dde817e7498d901e229aaf50e4e \
+    --hash=sha256:50af681a36b2a1dee1d3c169ade9fdc59207d3c31e522519181e12f1b3ba7000 \
+    --hash=sha256:a53d27d0c2a0ebd07e395e56a1fbdf75ffedc4a05943daf472af163413ce9598 \
+    --hash=sha256:834ee27348c4aefc20b479335fd422a2c69db55f7d9ab61721ac8cd83eb78882 \
+    --hash=sha256:5c3e6455341008a054cccee8c5d24481bcfe1acdbc9add30aa95798e95c65621 \
+    --hash=sha256:acef3d59d47dd85ecf909c359d0fd2c81ed33bdff70216d3956b463e12c38a54 \
+    --hash=sha256:c5518d51a0735b1e6cee1fdce66359f8d2b59c3ca85dc2b0813a8aa86818a030 \
+    --hash=sha256:b9edd0110a77fc321ab090aaa1cfcaba1d8499850a12848b81be2222eab648f6 \
+    --hash=sha256:0cd53f403202159b44528498de18f9285b04482bab2a6fc3f5dd8dbb9352e30d \
+    --hash=sha256:33449715e0101e4d34f64990352bce4095c8bf13bed1b390773fc0a7295967b3 \
+    --hash=sha256:401a2e9afa8588589775fe34fc22d918ae839aaaf0c0e96441c0fdbce6d8ebe6 \
+    --hash=sha256:950a199911a8d94683a6b10321f9345d5a3a8433ec58b217ace979e18f16e248
+matplotlib==3.3.4; python_version >= "3.6" \
+    --hash=sha256:672960dd114e342b7c610bf32fb99d14227f29919894388b41553217457ba7ef \
+    --hash=sha256:7c155437ae4fd366e2700e2716564d1787700687443de46bcb895fe0f84b761d \
+    --hash=sha256:a17f0a10604fac7627ec82820439e7db611722e80c408a726cd00d8c974c2fb3 \
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+    --hash=sha256:348e6032f666ffd151b323342f9278b16b95d4a75dfacae84a11d2829a7816ae \
+    --hash=sha256:94bdd1d55c20e764d8aea9d471d2ae7a7b2c84445e0fa463f02e20f9730783e1 \
+    --hash=sha256:a1acb72f095f1d58ecc2538ed1b8bca0b57df313b13db36ed34b8cdf1868e674 \
+    --hash=sha256:46b1a60a04e6d884f0250d5cc8dc7bd21a9a96c584a7acdaab44698a44710bab \
+    --hash=sha256:ed4a9e6dcacba56b17a0a9ac22ae2c72a35b7f0ef0693aa68574f0b2df607a89 \
+    --hash=sha256:c24c05f645aef776e8b8931cb81e0f1632d229b42b6d216e30836e2e145a2b40 \
+    --hash=sha256:7310e353a4a35477c7f032409966920197d7df3e757c7624fd842f3eeb307d3d \
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+    --hash=sha256:e15fa23d844d54e7b3b7243afd53b7567ee71c721f592deb0727ee85e668f96a \
+    --hash=sha256:1de0bb6cbfe460725f0e97b88daa8643bcf9571c18ba90bb8e41432aaeca91d6 \
+    --hash=sha256:f44149a0ef5b4991aaef12a93b8e8d66d6412e762745fea1faa61d98524e0ba9 \
+    --hash=sha256:746a1df55749629e26af7f977ea426817ca9370ad1569436608dc48d1069b87c \
+    --hash=sha256:5f571b92a536206f7958f7cb2d367ff6c9a1fa8229dc35020006e4cdd1ca0acd \
+    --hash=sha256:9265ae0fb35e29f9b8cc86c2ab0a2e3dcddc4dd9de4b85bf26c0f63fe5c1c2ca \
+    --hash=sha256:9a79e5dd7bb797aa611048f5b70588b23c5be05b63eefd8a0d152ac77c4243db \
+    --hash=sha256:1e850163579a8936eede29fad41e202b25923a0a8d5ffd08ce50fc0a97dcdc93 \
+    --hash=sha256:d738acfdfb65da34c91acbdb56abed46803db39af259b7f194dc96920360dbe4 \
+    --hash=sha256:aa49571d8030ad0b9ac39708ee77bd2a22f87815e12bdee52ecaffece9313ed8 \
+    --hash=sha256:cf3a7e54eff792f0815dbbe9b85df2f13d739289c93d346925554f71d484be78 \
+    --hash=sha256:3e477db76c22929e4c6876c44f88d790aacdf3c3f8f3a90cb1975c0bf37825b0
+mne==0.23.0; python_version >= "3.6" \
+    --hash=sha256:49a9763d394bdb8c66c919d54f132c207b6dad2a9c030000e5443826642ea193 \
+    --hash=sha256:159cac597f0243519c85ef851ce302c7edd04189648ce659ce537e129d64c5c1
+numpy==1.19.5; python_version >= "3.6" \
+    --hash=sha256:cc6bd4fd593cb261332568485e20a0712883cf631f6f5e8e86a52caa8b2b50ff \
+    --hash=sha256:aeb9ed923be74e659984e321f609b9ba54a48354bfd168d21a2b072ed1e833ea \
+    --hash=sha256:8b5e972b43c8fc27d56550b4120fe6257fdc15f9301914380b27f74856299fea \
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+    --hash=sha256:a4646724fba402aa7504cd48b4b50e783296b5e10a524c7a6da62e4a8ac9698d \
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+    --hash=sha256:dbd18bcf4889b720ba13a27ec2f2aac1981bd41203b3a3b27ba7a33f88ae4827 \
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+    --hash=sha256:cae865b1cae1ec2663d8ea56ef6ff185bad091a5e33ebbadd98de2cfa3fa668f \
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+    --hash=sha256:99abf4f353c3d1a0c7a5f27699482c987cf663b1eac20db59b8c7b061eabd7fc \
+    --hash=sha256:384ec0463d1c2671170901994aeb6dce126de0a95ccc3976c43b0038a37329c2 \
+    --hash=sha256:811daee36a58dc79cf3d8bdd4a490e4277d0e4b7d103a001a4e73ddb48e7e6aa \
+    --hash=sha256:c843b3f50d1ab7361ca4f0b3639bf691569493a56808a0b0c54a051d260b7dbd \
+    --hash=sha256:d6631f2e867676b13026e2846180e2c13c1e11289d67da08d71cacb2cd93d4aa \
+    --hash=sha256:7fb43004bce0ca31d8f13a6eb5e943fa73371381e53f7074ed21a4cb786c32f8 \
+    --hash=sha256:2ea52bd92ab9f768cc64a4c3ef8f4b2580a17af0a5436f6126b08efbd1838371 \
+    --hash=sha256:400580cbd3cff6ffa6293df2278c75aef2d58d8d93d3c5614cd67981dae68ceb \
+    --hash=sha256:df609c82f18c5b9f6cb97271f03315ff0dbe481a2a02e56aeb1b1a985ce38e60 \
+    --hash=sha256:ab83f24d5c52d60dbc8cd0528759532736b56db58adaa7b5f1f76ad551416a1e \
+    --hash=sha256:0eef32ca3132a48e43f6a0f5a82cb508f22ce5a3d6f67a8329c81c8e226d3f6e \
+    --hash=sha256:a0d53e51a6cb6f0d9082decb7a4cb6dfb33055308c4c44f53103c073f649af73 \
+    --hash=sha256:a76f502430dd98d7546e1ea2250a7360c065a5fdea52b2dffe8ae7180909b6f4
+packaging==20.9; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6" \
+    --hash=sha256:67714da7f7bc052e064859c05c595155bd1ee9f69f76557e21f051443c20947a \
+    --hash=sha256:5b327ac1320dc863dca72f4514ecc086f31186744b84a230374cc1fd776feae5
+pandas==1.1.5; python_full_version >= "3.6.1" \
+    --hash=sha256:bf23a3b54d128b50f4f9d4675b3c1857a688cc6731a32f931837d72effb2698d \
+    --hash=sha256:5a780260afc88268a9d3ac3511d8f494fdcf637eece62fb9eb656a63d53eb7ca \
+    --hash=sha256:b61080750d19a0122469ab59b087380721d6b72a4e7d962e4d7e63e0c4504814 \
+    --hash=sha256:0de3ddb414d30798cbf56e642d82cac30a80223ad6fe484d66c0ce01a84d6f2f \
+    --hash=sha256:70865f96bb38fec46f7ebd66d4b5cfd0aa6b842073f298d621385ae3898d28b5 \
+    --hash=sha256:19a2148a1d02791352e9fa637899a78e371a3516ac6da5c4edc718f60cbae648 \
+    --hash=sha256:26fa92d3ac743a149a31b21d6f4337b0594b6302ea5575b37af9ca9611e8981a \
+    --hash=sha256:c16d59c15d946111d2716856dd5479221c9e4f2f5c7bc2d617f39d870031e086 \
+    --hash=sha256:3be7a7a0ca71a2640e81d9276f526bca63505850add10206d0da2e8a0a325dae \
+    --hash=sha256:573fba5b05bf2c69271a32e52399c8de599e4a15ab7cec47d3b9c904125ab788 \
+    --hash=sha256:21b5a2b033380adbdd36b3116faaf9a4663e375325831dac1b519a44f9e439bb \
+    --hash=sha256:24c7f8d4aee71bfa6401faeba367dd654f696a77151a8a28bc2013f7ced4af98 \
+    --hash=sha256:2860a97cbb25444ffc0088b457da0a79dc79f9c601238a3e0644312fcc14bf11 \
+    --hash=sha256:5008374ebb990dad9ed48b0f5d0038124c73748f5384cc8c46904dace27082d9 \
+    --hash=sha256:2c2f7c670ea4e60318e4b7e474d56447cf0c7d83b3c2a5405a0dbb2600b9c48e \
+    --hash=sha256:0a643bae4283a37732ddfcecab3f62dd082996021b980f580903f4e8e01b3c5b \
+    --hash=sha256:5447ea7af4005b0daf695a316a423b96374c9c73ffbd4533209c5ddc369e644b \
+    --hash=sha256:4c62e94d5d49db116bef1bd5c2486723a292d79409fc9abd51adf9e05329101d \
+    --hash=sha256:731568be71fba1e13cae212c362f3d2ca8932e83cb1b85e3f1b4dd77d019254a \
+    --hash=sha256:c61c043aafb69329d0f961b19faa30b1dab709dd34c9388143fc55680059e55a \
+    --hash=sha256:2b1c6cd28a0dfda75c7b5957363333f01d370936e4c6276b7b8e696dd500582a \
+    --hash=sha256:c94ff2780a1fd89f190390130d6d36173ca59fcfb3fe0ff596f9a56518191ccb \
+    --hash=sha256:edda9bacc3843dfbeebaf7a701763e68e741b08fccb889c003b0a52f0ee95782 \
+    --hash=sha256:f10fc41ee3c75a474d3bdf68d396f10782d013d7f67db99c0efbfd0acb99701b
+pillow==8.2.0; python_version >= "3.6" \
+    --hash=sha256:dc38f57d8f20f06dd7c3161c59ca2c86893632623f33a42d592f097b00f720a9 \
+    --hash=sha256:a013cbe25d20c2e0c4e85a9daf438f85121a4d0344ddc76e33fd7e3965d9af4b \
+    --hash=sha256:8bb1e155a74e1bfbacd84555ea62fa21c58e0b4e7e6b20e4447b8d07990ac78b \
+    --hash=sha256:c5236606e8570542ed424849f7852a0ff0bce2c4c8d0ba05cc202a5a9c97dee9 \
+    --hash=sha256:12e5e7471f9b637762453da74e390e56cc43e486a88289995c1f4c1dc0bfe727 \
+    --hash=sha256:5afe6b237a0b81bd54b53f835a153770802f164c5570bab5e005aad693dab87f \
+    --hash=sha256:cb7a09e173903541fa888ba010c345893cd9fc1b5891aaf060f6ca77b6a3722d \
+    --hash=sha256:0d19d70ee7c2ba97631bae1e7d4725cdb2ecf238178096e8c82ee481e189168a \
+    --hash=sha256:083781abd261bdabf090ad07bb69f8f5599943ddb539d64497ed021b2a67e5a9 \
+    --hash=sha256:c6b39294464b03457f9064e98c124e09008b35a62e3189d3513e5148611c9388 \
+    --hash=sha256:01425106e4e8cee195a411f729cff2a7d61813b0b11737c12bd5991f5f14bcd5 \
+    --hash=sha256:3b570f84a6161cf8865c4e08adf629441f56e32f180f7aa4ccbd2e0a5a02cba2 \
+    --hash=sha256:031a6c88c77d08aab84fecc05c3cde8414cd6f8406f4d2b16fed1e97634cc8a4 \
+    --hash=sha256:66cc56579fd91f517290ab02c51e3a80f581aba45fd924fcdee01fa06e635812 \
+    --hash=sha256:6c32cc3145928c4305d142ebec682419a6c0a8ce9e33db900027ddca1ec39178 \
+    --hash=sha256:624b977355cde8b065f6d51b98497d6cd5fbdd4f36405f7a8790e3376125e2bb \
+    --hash=sha256:5cbf3e3b1014dddc45496e8cf38b9f099c95a326275885199f427825c6522232 \
+    --hash=sha256:463822e2f0d81459e113372a168f2ff59723e78528f91f0bd25680ac185cf797 \
+    --hash=sha256:95d5ef984eff897850f3a83883363da64aae1000e79cb3c321915468e8c6add5 \
+    --hash=sha256:b91c36492a4bbb1ee855b7d16fe51379e5f96b85692dc8210831fbb24c43e484 \
+    --hash=sha256:d68cb92c408261f806b15923834203f024110a2e2872ecb0bd2a110f89d3c602 \
+    --hash=sha256:f217c3954ce5fd88303fc0c317af55d5e0204106d86dea17eb8205700d47dec2 \
+    --hash=sha256:5b70110acb39f3aff6b74cf09bb4169b167e2660dabc304c1e25b6555fa781ef \
+    --hash=sha256:a7d5e9fad90eff8f6f6106d3b98b553a88b6f976e51fce287192a5d2d5363713 \
+    --hash=sha256:238c197fc275b475e87c1453b05b467d2d02c2915fdfdd4af126145ff2e4610c \
+    --hash=sha256:0e04d61f0064b545b989126197930807c86bcbd4534d39168f4aa5fda39bb8f9 \
+    --hash=sha256:63728564c1410d99e6d1ae8e3b810fe012bc440952168af0a2877e8ff5ab96b9 \
+    --hash=sha256:c03c07ed32c5324939b19e36ae5f75c660c81461e312a41aea30acdd46f93a7c \
+    --hash=sha256:4d98abdd6b1e3bf1a1cbb14c3895226816e666749ac040c4e2554231068c639b \
+    --hash=sha256:aac00e4bc94d1b7813fe882c28990c1bc2f9d0e1aa765a5f2b516e8a6a16a9e4 \
+    --hash=sha256:22fd0f42ad15dfdde6c581347eaa4adb9a6fc4b865f90b23378aa7914895e120 \
+    --hash=sha256:e98eca29a05913e82177b3ba3d198b1728e164869c613d76d0de4bde6768a50e \
+    --hash=sha256:a787ab10d7bb5494e5f76536ac460741788f1fbce851068d73a87ca7c35fc3e1
+pooch==1.4.0; python_version >= "3.6" \
+    --hash=sha256:f6ee25f6638cfce239134c2d991d311dd2bde3f6a3ac11c953606313109fd5f5 \
+    --hash=sha256:f827e79ab51b21a8964a4b1ea8972aa4a1079cb9c1ff8e9ec61893eb7dab50cb
+pyparsing==2.4.7; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6" \
+    --hash=sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b \
+    --hash=sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1
+pyriemann==0.2.6 \
+    --hash=sha256:c6137ceff6ba38d7503788d8c9168ac7c2ed16a81affe878cc437596fdfe70eb \
+    --hash=sha256:6a27b5dbe656232aec9f3b9da2c4793f82356b1384bf6d39d11b814d97e36e51
+python-dateutil==2.8.1; python_full_version >= "3.6.1" and python_version >= "3.6" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.6") \
+    --hash=sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c \
+    --hash=sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a
+pytz==2021.1; python_full_version >= "3.6.1" \
+    --hash=sha256:eb10ce3e7736052ed3623d49975ce333bcd712c7bb19a58b9e2089d4057d0798 \
+    --hash=sha256:83a4a90894bf38e243cf052c8b58f381bfe9a7a483f6a9cab140bc7f702ac4da
+pyyaml==5.4.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.6.0") \
+    --hash=sha256:3b2b1824fe7112845700f815ff6a489360226a5609b96ec2190a45e62a9fc922 \
+    --hash=sha256:129def1b7c1bf22faffd67b8f3724645203b79d8f4cc81f674654d9902cb4393 \
+    --hash=sha256:4465124ef1b18d9ace298060f4eccc64b0850899ac4ac53294547536533800c8 \
+    --hash=sha256:bb4191dfc9306777bc594117aee052446b3fa88737cd13b7188d0e7aa8162185 \
+    --hash=sha256:6c78645d400265a062508ae399b60b8c167bf003db364ecb26dcab2bda048253 \
+    --hash=sha256:4e0583d24c881e14342eaf4ec5fbc97f934b999a6828693a99157fde912540cc \
+    --hash=sha256:72a01f726a9c7851ca9bfad6fd09ca4e090a023c00945ea05ba1638c09dc3347 \
+    --hash=sha256:895f61ef02e8fed38159bb70f7e100e00f471eae2bc838cd0f4ebb21e28f8541 \
+    --hash=sha256:3bd0e463264cf257d1ffd2e40223b197271046d09dadf73a0fe82b9c1fc385a5 \
+    --hash=sha256:e4fac90784481d221a8e4b1162afa7c47ed953be40d31ab4629ae917510051df \
+    --hash=sha256:5accb17103e43963b80e6f837831f38d314a0495500067cb25afab2e8d7a4018 \
+    --hash=sha256:e1d4970ea66be07ae37a3c2e48b5ec63f7ba6804bdddfdbd3cfd954d25a82e63 \
+    --hash=sha256:cb333c16912324fd5f769fff6bc5de372e9e7a202247b48870bc251ed40239aa \
+    --hash=sha256:fe69978f3f768926cfa37b867e3843918e012cf83f680806599ddce33c2c68b0 \
+    --hash=sha256:dd5de0646207f053eb0d6c74ae45ba98c3395a571a2891858e87df7c9b9bd51b \
+    --hash=sha256:08682f6b72c722394747bddaf0aa62277e02557c0fd1c42cb853016a38f8dedf \
+    --hash=sha256:d2d9808ea7b4af864f35ea216be506ecec180628aced0704e34aca0b040ffe46 \
+    --hash=sha256:8c1be557ee92a20f184922c7b6424e8ab6691788e6d86137c5d93c1a6ec1b8fb \
+    --hash=sha256:fd7f6999a8070df521b6384004ef42833b9bd62cfee11a09bda1079b4b704247 \
+    --hash=sha256:bfb51918d4ff3d77c1c856a9699f8492c612cde32fd3bcd344af9be34999bfdc \
+    --hash=sha256:fa5ae20527d8e831e8230cbffd9f8fe952815b2b7dae6ffec25318803a7528fc \
+    --hash=sha256:0f5f5786c0e09baddcd8b4b45f20a7b5d61a7e7e99846e3c799b05c7c53fa696 \
+    --hash=sha256:294db365efa064d00b8d1ef65d8ea2c3426ac366c0c4368d930bf1c5fb497f77 \
+    --hash=sha256:74c1485f7707cf707a7aef42ef6322b8f97921bd89be2ab6317fd782c2d53183 \
+    --hash=sha256:d483ad4e639292c90170eb6f7783ad19490e7a8defb3e46f97dfe4bacae89122 \
+    --hash=sha256:fdc842473cd33f45ff6bce46aea678a54e3d21f1b61a7750ce3c498eedfe25d6 \
+    --hash=sha256:49d4cdd9065b9b6e206d0595fee27a96b5dd22618e7520c33204a4a3239d5b10 \
+    --hash=sha256:c20cfa2d49991c8b4147af39859b167664f2ad4561704ee74c1de03318e898db \
+    --hash=sha256:607774cbba28732bfa802b54baa7484215f530991055bb562efbed5b2f20a45e
+requests==2.25.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0") \
+    --hash=sha256:c210084e36a42ae6b9219e00e48287def368a26d03a048ddad7bfee44f75871e \
+    --hash=sha256:27973dd4a904a4f13b263a19c866c13b92a39ed1c964655f025f3f8d3d75b804
+scikit-learn==0.23.2; python_version >= "3.6" \
+    --hash=sha256:20766f515e6cd6f954554387dfae705d93c7b544ec0e6c6a5d8e006f6f7ef480 \
+    --hash=sha256:98508723f44c61896a4e15894b2016762a55555fbf09365a0bb1870ecbd442de \
+    --hash=sha256:a64817b050efd50f9abcfd311870073e500ae11b299683a519fbb52d85e08d25 \
+    --hash=sha256:daf276c465c38ef736a79bd79fc80a249f746bcbcae50c40945428f7ece074f8 \
+    --hash=sha256:cb3e76380312e1f86abd20340ab1d5b3cc46a26f6593d3c33c9ea3e4c7134028 \
+    --hash=sha256:0a127cc70990d4c15b1019680bfedc7fec6c23d14d3719fdf9b64b22d37cdeca \
+    --hash=sha256:2aa95c2f17d2f80534156215c87bee72b6aa314a7f8b8fe92a2d71f47280570d \
+    --hash=sha256:6c28a1d00aae7c3c9568f61aafeaad813f0f01c729bee4fd9479e2132b215c1d \
+    --hash=sha256:da8e7c302003dd765d92a5616678e591f347460ac7b53e53d667be7dfe6d1b10 \
+    --hash=sha256:d9a1ce5f099f29c7c33181cc4386660e0ba891b21a60dc036bf369e3a3ee3aec \
+    --hash=sha256:914ac2b45a058d3f1338d7736200f7f3b094857758895f8667be8a81ff443b5b \
+    --hash=sha256:7671bbeddd7f4f9a6968f3b5442dac5f22bf1ba06709ef888cc9132ad354a9ab \
+    --hash=sha256:d0dcaa54263307075cb93d0bee3ceb02821093b1b3d25f66021987d305d01dce \
+    --hash=sha256:5ce7a8021c9defc2b75620571b350acc4a7d9763c25b7593621ef50f3bd019a2 \
+    --hash=sha256:0d39748e7c9669ba648acf40fb3ce96b8a07b240db6888563a7cb76e05e0d9cc \
+    --hash=sha256:1b8a391de95f6285a2f9adffb7db0892718950954b7149a70c783dc848f104ea
+scipy==1.5.4; python_version >= "3.6" \
+    --hash=sha256:4f12d13ffbc16e988fa40809cbbd7a8b45bc05ff6ea0ba8e3e41f6f4db3a9e47 \
+    --hash=sha256:a254b98dbcc744c723a838c03b74a8a34c0558c9ac5c86d5561703362231107d \
+    --hash=sha256:368c0f69f93186309e1b4beb8e26d51dd6f5010b79264c0f1e9ca00cd92ea8c9 \
+    --hash=sha256:4598cf03136067000855d6b44d7a1f4f46994164bcd450fb2c3d481afc25dd06 \
+    --hash=sha256:e98d49a5717369d8241d6cf33ecb0ca72deee392414118198a8e5b4c35c56340 \
+    --hash=sha256:65923bc3809524e46fb7eb4d6346552cbb6a1ffc41be748535aa502a2e3d3389 \
+    --hash=sha256:9ad4fcddcbf5dc67619379782e6aeef41218a79e17979aaed01ed099876c0e62 \
+    --hash=sha256:f87b39f4d69cf7d7529d7b1098cb712033b17ea7714aed831b95628f483fd012 \
+    --hash=sha256:25b241034215247481f53355e05f9e25462682b13bd9191359075682adcd9554 \
+    --hash=sha256:fa789583fc94a7689b45834453fec095245c7e69c58561dc159b5d5277057e4c \
+    --hash=sha256:d6d25c41a009e3c6b7e757338948d0076ee1dd1770d1c09ec131f11946883c54 \
+    --hash=sha256:2c872de0c69ed20fb1a9b9cf6f77298b04a26f0b8720a5457be08be254366c6e \
+    --hash=sha256:e360cb2299028d0b0d0f65a5c5e51fc16a335f1603aa2357c25766c8dab56938 \
+    --hash=sha256:3397c129b479846d7eaa18f999369a24322d008fac0782e7828fa567358c36ce \
+    --hash=sha256:168c45c0c32e23f613db7c9e4e780bc61982d71dcd406ead746c7c7c2f2004ce \
+    --hash=sha256:213bc59191da2f479984ad4ec39406bf949a99aba70e9237b916ce7547b6ef42 \
+    --hash=sha256:634568a3018bc16a83cda28d4f7aed0d803dd5618facb36e977e53b2df868443 \
+    --hash=sha256:b03c4338d6d3d299e8ca494194c0ae4f611548da59e3c038813f1a43976cb437 \
+    --hash=sha256:3d5db5d815370c28d938cf9b0809dade4acf7aba57eaf7ef733bfedc9b2474c4 \
+    --hash=sha256:6b0ceb23560f46dd236a8ad4378fc40bad1783e997604ba845e131d6c680963e \
+    --hash=sha256:ed572470af2438b526ea574ff8f05e7f39b44ac37f712105e57fc4d53a6fb660 \
+    --hash=sha256:8c8d6ca19c8497344b810b0b0344f8375af5f6bb9c98bd42e33f747417ab3f57 \
+    --hash=sha256:d84cadd7d7998433334c99fa55bcba0d8b4aeff0edb123b2a1dfcface538e474 \
+    --hash=sha256:cc1f78ebc982cd0602c9a7615d878396bec94908db67d4ecddca864d049112f2 \
+    --hash=sha256:4a453d5e5689de62e5d38edf40af3f17560bfd63c9c5bd228c18c1f99afa155b
+seaborn==0.11.1; python_version >= "3.6" \
+    --hash=sha256:4e1cce9489449a1c6ff3c567f2113cdb41122f727e27a984950d004a88ef3c5c \
+    --hash=sha256:44e78eaed937c5a87fc7a892c329a7cc091060b67ebd1d0d306b446a74ba01ad
+six==1.16.0; python_full_version >= "3.6.1" and python_version >= "3.6" \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254 \
+    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926
+threadpoolctl==2.1.0; python_version >= "3.6" \
+    --hash=sha256:38b74ca20ff3bb42caca8b00055111d74159ee95c4370882bbff2b93d24da725 \
+    --hash=sha256:ddc57c96a38beb63db45d6c159b5ab07b6bced12c45a1f07b2b92f272aebfa6b
+urllib3==1.26.5; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version < "4" and python_version >= "3.6" \
+    --hash=sha256:753a0374df26658f99d826cfe40394a686d05985786d946fbe4165b5148f5a7c \
+    --hash=sha256:a7acd0977125325f516bda9735fa7142b909a8d01e8b2e4c8108d0984e6e0098