diff --git a/.github/workflows/style.yaml b/.github/workflows/style.yaml
index 96cbda2524e..e26b3780daa 100644
--- a/.github/workflows/style.yaml
+++ b/.github/workflows/style.yaml
@@ -19,13 +19,14 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: '3.10'
-    - name: Install pip dependencies
+    - name: Install pip dependencies via poetry
       run: |
-        pip install --pre 'rasterio>=1.0.16'
-        pip install .[style]
-        pip list
+        pip install poetry
+        poetry install
+        poetry show
     - name: Run black checks
-      run: black . --check --diff
+      run: poetry run black . --check --diff
+
   flake8:
     name: flake8
     runs-on: ubuntu-latest
@@ -36,13 +37,14 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: '3.10'
-    - name: Install pip dependencies
+    - name: Install pip dependencies via poetry
       run: |
-        pip install --pre 'rasterio>=1.0.16'
-        pip install .[style]
-        pip list
+        pip install poetry
+        poetry install
+        poetry show
     - name: Run flake8 checks
-      run: flake8
+      run: poetry run flake8
+
   isort:
     name: isort
     runs-on: ubuntu-latest
@@ -53,13 +55,14 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: '3.10'
-    - name: Install pip dependencies
+    - name: Install pip dependencies via poetry
       run: |
-        pip install --pre 'rasterio>=1.0.16'
-        pip install .[style]
-        pip list
+        pip install poetry
+        poetry install
+        poetry show
     - name: Run isort checks
-      run: isort . --check --diff
+      run: poetry run isort . --check --diff
+
   pydocstyle:
     name: pydocstyle
     runs-on: ubuntu-latest
@@ -70,13 +73,14 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: '3.10'
-    - name: Install pip dependencies
+    - name: Install pip dependencies via poetry
       run: |
-        pip install --pre 'rasterio>=1.0.16'
-        pip install .[style]
-        pip list
+        pip install poetry
+        poetry install
+        poetry show
     - name: Run pydocstyle checks
-      run: pydocstyle
+      run: poetry run pydocstyle
+
   pyupgrade:
     name: pyupgrade
     runs-on: ubuntu-latest
@@ -87,10 +91,10 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: 3.9
-    - name: Install pip dependencies
+    - name: Install pip dependencies via poetry
       run: |
-        pip install --pre 'rasterio>=1.0.16'
-        pip install .[style]
-        pip list
+        pip install poetry
+        poetry install
+        poetry show
     - name: Run pyupgrade checks
-      run: pyupgrade --py37-plus $(find . -name "*.py")
+      run: poetry run pyupgrade --py37-plus $(find . -name "*.py")
diff --git a/.github/workflows/tests.yaml b/.github/workflows/tests.yaml
index 33954900004..98586479e05 100644
--- a/.github/workflows/tests.yaml
+++ b/.github/workflows/tests.yaml
@@ -19,13 +19,14 @@ jobs:
       uses: actions/setup-python@v2
       with:
         python-version: '3.10'
-    - name: Install pip dependencies
+    - name: Install pip dependencies via poetry
       run: |
-        pip install --pre 'rasterio>=1.0.16'
-        pip install .[datasets,tests]
-        pip list
+        pip install poetry
+        poetry install
+        poetry show
     - name: Run mypy checks
-      run: mypy .
+      run: poetry run mypy .
+
   pytest:
     name: pytest
     runs-on: ${{ matrix.os }}
@@ -61,12 +62,12 @@ jobs:
         conda list
         conda info
       if: ${{ runner.os == 'Windows' }}
-    - name: Install pip dependencies
+    - name: Install pip dependencies via poetry
       run: |
-        pip install --pre 'rasterio>=1.0.16'
-        pip install .[datasets,tests]
-        pip list
+        pip install poetry
+        poetry install
+        poetry show
     - name: Run pytest checks
-      run: pytest --cov=torchgeo --cov-report=xml
+      run: poetry run pytest --cov=torchgeo --cov-report=xml
     - name: Report coverage
       uses: codecov/codecov-action@v2
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000000..2d8b5e79152
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,3274 @@
+[[package]]
+name = "absl-py"
+version = "1.1.0"
+description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "affine"
+version = "2.3.1"
+description = "Matrices describing affine transformation of the plane."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["pytest (>=4.6)", "pytest-cov", "pydocstyle", "flake8", "coveralls"]
+
+[[package]]
+name = "aiohttp"
+version = "3.8.1"
+description = "Async http client/server framework (asyncio)"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+aiosignal = ">=1.1.2"
+async-timeout = ">=4.0.0a3,<5.0"
+asynctest = {version = "0.13.0", markers = "python_version < \"3.8\""}
+attrs = ">=17.3.0"
+charset-normalizer = ">=2.0,<3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
+yarl = ">=1.0,<2.0"
+
+[package.extras]
+speedups = ["aiodns", "brotli", "cchardet"]
+
+[[package]]
+name = "aiosignal"
+version = "1.2.0"
+description = "aiosignal: a list of registered asynchronous callbacks"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+frozenlist = ">=1.1.0"
+
+[[package]]
+name = "antlr4-python3-runtime"
+version = "4.9.3"
+description = "ANTLR 4.9.3 runtime for Python 3.7"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "appnope"
+version = "0.1.3"
+description = "Disable App Nap on macOS >= 10.9"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "async-timeout"
+version = "4.0.2"
+description = "Timeout context manager for asyncio programs"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+typing-extensions = {version = ">=3.6.5", markers = "python_version < \"3.8\""}
+
+[[package]]
+name = "asynctest"
+version = "0.13.0"
+description = "Enhance the standard unittest package with features for testing asyncio libraries"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.0"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "21.4.0"
+description = "Classes Without Boilerplate"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+
+[[package]]
+name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "black"
+version = "22.3.0"
+description = "The uncompromising code formatter."
+category = "dev"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
+[[package]]
+name = "cachetools"
+version = "5.2.0"
+description = "Extensible memoizing collections and decorators"
+category = "main"
+optional = false
+python-versions = "~=3.7"
+
+[[package]]
+name = "certifi"
+version = "2022.5.18.1"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "cffi"
+version = "1.15.0"
+description = "Foreign Function Interface for Python calling C code."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pycparser = "*"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.0.12"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
+optional = false
+python-versions = ">=3.5.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
+[[package]]
+name = "click"
+version = "8.1.3"
+description = "Composable command line interface toolkit"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+
+[[package]]
+name = "click-plugins"
+version = "1.1.1"
+description = "An extension module for click to enable registering CLI commands via setuptools entry-points."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+click = ">=4.0"
+
+[package.extras]
+dev = ["pytest (>=3.6)", "pytest-cov", "wheel", "coveralls"]
+
+[[package]]
+name = "cligj"
+version = "0.7.2"
+description = "Click params for commmand line interfaces to GeoJSON"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, <4"
+
+[package.dependencies]
+click = ">=4.0"
+
+[package.extras]
+test = ["pytest-cov"]
+
+[[package]]
+name = "colorama"
+version = "0.4.4"
+description = "Cross-platform colored terminal text."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "coverage"
+version = "6.4.1"
+description = "Code coverage measurement for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
+
+[package.extras]
+toml = ["tomli"]
+
+[[package]]
+name = "cycler"
+version = "0.11.0"
+description = "Composable style cycles"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "debugpy"
+version = "1.6.0"
+description = "An implementation of the Debug Adapter Protocol for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "efficientnet-pytorch"
+version = "0.6.3"
+description = "EfficientNet implemented in PyTorch."
+category = "main"
+optional = false
+python-versions = ">=3.5.0"
+
+[package.dependencies]
+torch = "*"
+
+[[package]]
+name = "einops"
+version = "0.4.1"
+description = "A new flavour of deep learning operations"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "entrypoints"
+version = "0.4"
+description = "Discover and load entry points from installed packages."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "fastjsonschema"
+version = "2.15.3"
+description = "Fastest Python implementation of JSON schema"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.extras]
+devel = ["colorama", "jsonschema", "json-spec", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
+
+[[package]]
+name = "fiona"
+version = "1.8.21"
+description = "Fiona reads and writes spatial data files"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+attrs = ">=17"
+certifi = "*"
+click = ">=4.0"
+click-plugins = ">=1.0"
+cligj = ">=0.5"
+munch = "*"
+six = ">=1.7"
+
+[package.extras]
+all = ["boto3 (>=1.2.4)", "pytest-cov", "shapely", "pytest (>=3)", "mock"]
+calc = ["shapely"]
+s3 = ["boto3 (>=1.2.4)"]
+test = ["pytest (>=3)", "pytest-cov", "boto3 (>=1.2.4)", "mock"]
+
+[[package]]
+name = "flake8"
+version = "3.9.2"
+description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+mccabe = ">=0.6.0,<0.7.0"
+pycodestyle = ">=2.7.0,<2.8.0"
+pyflakes = ">=2.3.0,<2.4.0"
+
+[[package]]
+name = "fonttools"
+version = "4.33.3"
+description = "Tools to manipulate font files"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"]
+graphite = ["lz4 (>=1.7.4.2)"]
+interpolatable = ["scipy", "munkres"]
+lxml = ["lxml (>=4.0,<5)"]
+pathops = ["skia-pathops (>=0.5.0)"]
+plot = ["matplotlib"]
+repacker = ["uharfbuzz (>=0.23.0)"]
+symfont = ["sympy"]
+type1 = ["xattr"]
+ufo = ["fs (>=2.2.0,<3)"]
+unicode = ["unicodedata2 (>=14.0.0)"]
+woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]
+
+[[package]]
+name = "frozenlist"
+version = "1.3.0"
+description = "A list-like structure which implements collections.abc.MutableSequence"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "fsspec"
+version = "2022.5.0"
+description = "File-system specification"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+aiohttp = {version = "*", optional = true, markers = "extra == \"http\""}
+requests = {version = "*", optional = true, markers = "extra == \"http\""}
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dropbox = ["dropboxdrivefs", "requests", "dropbox"]
+entrypoints = ["importlib-metadata"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["requests", "aiohttp"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+tqdm = ["tqdm"]
+
+[[package]]
+name = "google-auth"
+version = "2.6.6"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+
+[package.dependencies]
+cachetools = ">=2.0.0,<6.0"
+pyasn1-modules = ">=0.2.1"
+rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
+six = ">=1.9.0"
+
+[package.extras]
+aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"]
+pyopenssl = ["pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+
+[[package]]
+name = "google-auth-oauthlib"
+version = "0.4.6"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+google-auth = ">=1.0.0"
+requests-oauthlib = ">=0.7.0"
+
+[package.extras]
+tool = ["click (>=6.0.0)"]
+
+[[package]]
+name = "grpcio"
+version = "1.46.3"
+description = "HTTP/2-based RPC framework"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+six = ">=1.5.2"
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.46.3)"]
+
+[[package]]
+name = "idna"
+version = "3.3"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "importlib-metadata"
+version = "4.11.4"
+description = "Read metadata from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+perf = ["ipython"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "importlib-resources"
+version = "5.7.1"
+description = "Read resources from Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+
+[[package]]
+name = "iniconfig"
+version = "1.1.1"
+description = "iniconfig: brain-dead simple config-ini parsing"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "ipykernel"
+version = "6.13.0"
+description = "IPython Kernel for Jupyter"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+appnope = {version = "*", markers = "platform_system == \"Darwin\""}
+debugpy = ">=1.0"
+ipython = ">=7.23.1"
+jupyter-client = ">=6.1.12"
+matplotlib-inline = ">=0.1"
+nest-asyncio = "*"
+packaging = "*"
+psutil = "*"
+tornado = ">=6.1"
+traitlets = ">=5.1.0"
+
+[package.extras]
+test = ["pytest (>=6.0)", "pytest-cov", "flaky", "ipyparallel", "pre-commit", "pytest-timeout"]
+
+[[package]]
+name = "ipython"
+version = "7.34.0"
+description = "IPython: Productive Interactive Computing"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
+backcall = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
+pickleshare = "*"
+prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+pygments = "*"
+traitlets = ">=4.2"
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diff --git a/pyproject.toml b/pyproject.toml
index 29450c28e4f..1fec8afd626 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,9 +1,70 @@
+[tool.poetry]
+name = "torchgeo"
+version = "0.3.0.dev0"
+description = "TorchGeo: datasets, transforms, and models for geospatial data"
+authors = ["Adam J. Stewart"]
+license = "MIT"
+
+[tool.poetry.dependencies]
+python = "^3.7"
+einops = "*"
+# fiona 1.5+ required for fiona.transform module
+Fiona = ">=1.5"
+# kornia 0.6.4+ required for kornia.contrib.compute_padding
+kornia = ">=0.6.4"
+matplotlib = "*"
+numpy = "*"
+# omegaconf 2.1+ required for to_object method
+omegaconf = ">=2.1"
+# pillow 2.9+ required for height attribute
+Pillow = ">=2.9"
+# pyproj 2.2+ required for CRS object
+pyproj = ">=2.2"
+# pytorch-lightning 1.3+ required for gradient_clip_algorithm argument to Trainer
+pytorch-lightning = ">=1.3"
+# rasterio 1.0.16+ required for CRS support
+rasterio = ">=1.0.16"
+# rtree 0.9.4+ required for Index.get_size
+Rtree = ">=0.9.4"
+# scikit-learn 0.18+ required for sklearn.model_selection module
+scikit-learn = ">=0.18"
+# segmentation-models-pytorch 0.2+ required for smp.losses module
+segmentation-models-pytorch = ">=0.2"
+# shapely 1.3+ required for Python 3 support
+Shapely = ">=1.3"
+# timm 0.2.1+ required for `features_only` option in create_model
+timm = ">=0.2.1"
+# torch 1.7+ required for typing
+torch = ">=1.7"
+# torchmetrics 0.7+ required for JaccardIndex
+torchmetrics = ">=0.7"
+# torchvision 0.10+ required for torchvision.utils.draw_segmentation_masks
+torchvision = ">=0.10"
+
+[tool.poetry.dev-dependencies]
+# black 21+ required for Python 3.9 support
+black = ">=21.0"
+# flake8 3.8+ depends on pyflakes 2.2+, which fixes a bug with mypy error code ignores:
+# https://github.com/PyCQA/pyflakes/pull/455
+flake8 = ">=3.8"
+# isort 5.8+ required for extend_skip option
+isort = {extras = ["colors"], version = ">=5.8"}
+# pydocstyle 6.1+ required for pyproject.toml support
+pydocstyle = {extras = ["toml"], version = ">=6.1"}
+# pyupgrade 1.24+ required for --py37-plus flag
+pyupgrade = ">=1.24"
+# mypy 0.900+ required for pyproject.toml support
+mypy = ">=0.900"
+# nbmake 0.1+ required to fix path_source bug
+nbmake = ">=0.1"
+# pytest 6+ required for pyproject.toml support
+pytest = ">=6"
+# pytest-cov 2.4+ required for pytest --cov flags
+pytest-cov = ">=2.4"
+
 [build-system]
-requires = [
-    "setuptools>=42",
-    "wheel",
-]
-build-backend = "setuptools.build_meta"
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
 
 [tool.black]
 target-version = ["py37", "py38", "py39"]