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GitHub / alexaatm / xray_classifier
A sample project to learn ML cookiecutter structure
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexaatm%2Fxray_classifier
Stars: 0
Forks: 0
Open Issues: 0
License: other
Language: Jupyter Notebook
Repo Size: 54.3 MB
Dependencies:
6,413
Created: 4 months ago
Updated: 4 months ago
Last pushed: 4 months ago
Last synced: 4 months ago
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Dependencies
requirements.txt
pypi
- Pillow *
- numpy *
- scikit-image *
- torch *
- torchvision *
- absl-py ==1.4.0
- accelerate ==0.17.0
- aiohttp ==3.8.4
- aiosignal ==1.3.1
- antlr4-python3-runtime ==4.9.3
- anyio ==3.6.2
- appdirs ==1.4.4
- argon2-cffi ==21.3.0
- argon2-cffi-bindings ==21.2.0
- argparse ==1.4.0
- arrow ==1.2.3
- astunparse ==1.6.3
- async-timeout ==4.0.2
- asynctest ==0.13.0
- attrs ==22.2.0
- backcall ==0.2.0
- batchgenerators ==0.21
- beautifulsoup4 ==4.11.2
- binaryornot ==0.4.4
- bleach ==6.0.0
- bokeh ==2.4.3
- bottle ==0.12.21
- cached-property ==1.5.2
- cachetools ==5.3.0
- certifi ==2022.6.15
- cffi ==1.14.6
- chardet ==5.2.0
- charset-normalizer ==2.1.0
- click ==8.0.3
- click-completion ==0.5.1
- cloudpickle ==2.2.1
- colorama ==0.4.4
- colorcet ==3.0.1
- conan ==1.50.0
- cookiecutter ==2.5.0
- cycler ==0.11.0
- dask ==2022.2.0
- dataframe-image ==0.1.5
- datashader ==0.14.4
- datashape ==0.5.2
- datatile ==1.0.3
- debugpy ==1.6.3
- decorator ==5.1.1
- defusedxml ==0.7.1
- dicom2nifti ==2.4.6
- dill ==0.3.6
- distlib ==0.3.5
- docker ==4.1.0
- docker-pycreds ==0.4.0
- entrypoints ==0.4
- fasteners ==0.17.3
- fastjsonschema ==2.16.3
- filelock ==3.7.1
- fire ==0.5.0
- flask ==2.0.2
- flask-cors ==3.0.10
- flatbuffers ==23.3.3
- fonttools ==4.38.0
- frozenlist ==1.3.3
- fsspec ==2023.1.0
- future ==0.18.2
- gast ==0.4.0
- gitdb ==4.0.10
- gitpython ==3.1.31
- google-auth ==2.17.1
- google-auth-oauthlib ==0.4.6
- google-pasta ==0.2.0
- grpcio ==1.53.0
- h5py ==3.8.0
- hestia ==0.6.0
- holoviews ==1.15.4
- huggingface-hub ==0.13.2
- hydra-core ==1.3.2
- hypertune ==1.0.3
- idna ==3.3
- imageio ==2.22.4
- importlib-metadata ==4.10.1
- importlib-resources ==5.12.0
- ipykernel ==6.16.2
- ipython ==7.34.0
- ipython-genutils ==0.2.0
- ipywidgets ==8.0.4
- itsdangerous ==2.0.1
- jedi ==0.18.1
- jinja2 ==2.10.3
- joblib ==1.1.0
- jsonschema ==4.17.3
- jupyter ==1.0.0
- jupyter-client ==7.4.4
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- jupyter-core ==4.12.0
- jupyter-server ==1.23.6
- jupyterlab-pygments ==0.2.2
- jupyterlab-widgets ==3.0.5
- keras ==2.11.0
- kiwisolver ==1.4.4
- kubernetes ==26.1.0
- libclang ==16.0.0
- lightly ==1.3.1
- lightly-utils ==0.0.2
- lightning-utilities ==0.8.0
- linecache2 ==1.0.0
- llvmlite ==0.39.1
- locket ==1.0.0
- markdown ==3.4.1
- markdown-it-py ==2.2.0
- markupsafe ==2.0.1
- marshmallow ==3.0.0rc5
- matplotlib ==3.5.3
- matplotlib-inline ==0.1.6
- mdurl ==0.1.2
- medpy ==0.4.0
- mistune ==2.0.5
- multidict ==6.0.4
- multipledispatch ==0.6.0
- multiprocess ==0.70.14
- nbclassic ==0.5.3
- nbclient ==0.7.2
- nbconvert ==7.2.9
- nbformat ==5.7.3
- nest-asyncio ==1.5.6
- networkx ==2.6.3
- nibabel ==4.0.2
- node-semver ==0.6.1
- nodeenv ==1.8.0
- notebook ==6.5.3
- notebook-shim ==0.2.2
- numba ==0.56.4
- numpy ==1.21.5
- nvidia-cuda-runtime-cu12 ==12.1.55
- nvidia-pyindex ==1.0.9
- oauthlib ==3.2.2
- omegaconf ==2.3.0
- opencv-python ==4.5.5.62
- opencv-python-headless ==4.7.0.72
- opt-einsum ==3.3.0
- packaging ==21.3
- pandas ==1.3.5
- pandocfilters ==1.5.0
- panel ==0.14.4
- param ==1.13.0
- parso ==0.8.3
- partd ==1.3.0
- patch-ng ==1.17.4
- pathlib ==1.0.1
- pathos ==0.3.0
- pathtools ==0.1.2
- pbr ==6.0.0
- pickleshare ==0.7.5
- pillow ==9.2.0
- pip ==24.0
- pkgutil-resolve-name ==1.3.10
- platformdirs ==2.5.2
- pluginbase ==1.0.1
- polyaxon ==1.20.0
- polyaxon-cli ==0.6.1
- polyaxon-client ==0.6.1
- polyaxon-deploy ==0.6.1
- polyaxon-dockerizer ==0.1.0
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- pox ==0.3.2
- ppft ==1.7.6.6
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- psutil ==5.9.3
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- pycparser ==2.20
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- pydicom ==2.3.1
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- pyjwt ==2.4.0
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- pynndescent ==0.5.8
- pyparsing ==3.0.9
- pypiwin32 ==223
- pyrsistent ==0.19.3
- python-dateutil ==2.8.2
- python-gdcm ==3.0.20
- python-slugify ==8.0.4
- pytorch-lightning ==1.9.4
- pytz ==2021.3
- pyviz-comms ==2.2.1
- pywavelets ==1.3.0
- pywin32 ==304
- pywinpty ==2.0.10
- pyyaml ==6.0
- pyzmq ==24.0.1
- qtconsole ==5.4.1
- qtpy ==2.3.0
- raven ==6.7.0
- requests ==2.28.1
- requests-oauthlib ==1.3.1
- requests-toolbelt ==0.10.1
- rhea ==0.5.5
- rich ==13.3.3
- rsa ==4.9
- scikit-image ==0.19.3
- scikit-learn ==1.0.2
- scipy ==1.7.3
- seaborn ==0.12.2
- send2trash ==1.8.0
- sentry-sdk ==1.16.0
- setproctitle ==1.3.2
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- stevedore ==3.5.2
- tabulate ==0.8.2
- tensorboard ==2.11.2
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.1
- tensorflow ==2.11.0
- tensorflow-estimator ==2.11.0
- tensorflow-intel ==2.11.0
- tensorflow-io-gcs-filesystem ==0.31.0
- termcolor ==2.2.0
- terminado ==0.17.1
- text-unidecode ==1.3
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- threadpoolctl ==3.0.0
- tifffile ==2021.11.2
- timm ==0.6.12
- tinycss2 ==1.2.1
- toolz ==0.12.0
- torch ==1.13.1
- torchaudio ==0.13.1
- torchinfo ==1.7.2
- torchmetrics ==0.11.4
- torchsummary ==1.5.1
- torchvision ==0.14.1
- tornado ==6.2
- tqdm ==4.64.0
- traceback2 ==1.4.0
- traceml ==1.0.8
- traitlets ==5.5.0
- typing-extensions ==4.0.1
- ujson ==5.7.0
- umap ==0.1.1
- umap-learn ==0.5.3
- unipath ==1.1
- unittest2 ==1.1.0
- urllib3 ==1.26.15
- virtualenv ==20.15.1
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- virtualenvwrapper ==4.8.4
- wandb ==0.13.11
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- absl-py ==1.4.0
- accelerate ==0.17.0
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- aiosignal ==1.3.1
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- click ==8.0.3
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- itsdangerous ==2.0.1
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- kiwisolver ==1.4.4
- kubernetes ==26.1.0
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- lightly ==1.3.1
- lightly-utils ==0.0.2
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- linecache2 ==1.0.0
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- notebook ==6.5.3
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- numpy ==1.21.5
- nvidia-cuda-runtime-cu12 ==12.1.55
- nvidia-pyindex ==1.0.9
- oauthlib ==3.2.2
- omegaconf ==2.3.0
- opencv-python ==4.5.5.62
- opencv-python-headless ==4.7.0.72
- opt-einsum ==3.3.0
- packaging ==21.3
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- pandocfilters ==1.5.0
- panel ==0.14.4
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- pillow ==9.2.0
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- polyaxon-client ==0.6.1
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- polyaxon-dockerizer ==0.1.0
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- pytz ==2021.3
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- requests-oauthlib ==1.3.1
- requests-toolbelt ==0.10.1
- rhea ==0.5.5
- rich ==13.3.3
- rsa ==4.9
- scikit-image ==0.19.3
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- smmap ==5.0.0
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- tensorflow-intel ==2.11.0
- tensorflow-io-gcs-filesystem ==0.31.0
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- tf-explain ==0.3.1
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- tinycss2 ==1.2.1
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- torchaudio ==0.13.1
- torchinfo ==1.7.2
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- torchvision ==0.14.1
- tornado ==6.2
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- requests-oauthlib ==1.3.1
- requests-toolbelt ==0.10.1
- rhea ==0.5.5
- rich ==13.3.3
- rsa ==4.9
- scikit-image ==0.19.3
- scikit-learn ==1.0.2
- scipy ==1.7.3
- seaborn ==0.12.2
- send2trash ==1.8.0
- sentry-sdk ==1.16.0
- setproctitle ==1.3.2
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- shellingham ==1.5.0.post1
- simpleitk ==2.2.0
- six ==1.16.0
- sklearn ==0.0
- smmap ==5.0.0
- sniffio ==1.3.0
- soupsieve ==2.4
- stevedore ==3.5.2
- tabulate ==0.8.2
- tensorboard ==2.11.2
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.1
- tensorflow ==2.11.0
- tensorflow-estimator ==2.11.0
- tensorflow-intel ==2.11.0
- tensorflow-io-gcs-filesystem ==0.31.0
- termcolor ==2.2.0
- terminado ==0.17.1
- text-unidecode ==1.3
- tf-explain ==0.3.1
- threadpoolctl ==3.0.0
- tifffile ==2021.11.2
- timm ==0.6.12
- tinycss2 ==1.2.1
- toolz ==0.12.0
- torch ==1.13.1
- torchaudio ==0.13.1
- torchinfo ==1.7.2
- torchmetrics ==0.11.4
- torchsummary ==1.5.1
- torchvision ==0.14.1
- tornado ==6.2
- tqdm ==4.64.0
- traceback2 ==1.4.0
- traceml ==1.0.8
- traitlets ==5.5.0
- typing-extensions ==4.0.1
- ujson ==5.7.0
- umap ==0.1.1
- umap-learn ==0.5.3
- unipath ==1.1
- unittest2 ==1.1.0
- urllib3 ==1.26.15
- virtualenv ==20.15.1
- virtualenv-clone ==0.5.7
- virtualenvwrapper ==4.8.4
- wandb ==0.13.11
- wcwidth ==0.2.5
- webencodings ==0.5.1
- websocket-client ==1.5.1
- werkzeug ==2.0.2
- wheel ==0.40.0
- widgetsnbextension ==4.0.5
- wrapt ==1.15.0
- xarray ==0.20.2
- yarl ==1.8.2
- zipp ==3.7.0
- absl-py ==1.4.0
- accelerate ==0.17.0
- aiohttp ==3.8.4
- aiosignal ==1.3.1
- antlr4-python3-runtime ==4.9.3
- anyio ==3.6.2
- appdirs ==1.4.4
- argon2-cffi ==21.3.0
- argon2-cffi-bindings ==21.2.0
- argparse ==1.4.0
- arrow ==1.2.3
- astunparse ==1.6.3
- async-timeout ==4.0.2
- asynctest ==0.13.0
- attrs ==22.2.0
- backcall ==0.2.0
- batchgenerators ==0.21
- beautifulsoup4 ==4.11.2
- binaryornot ==0.4.4
- bleach ==6.0.0
- bokeh ==2.4.3
- bottle ==0.12.21
- cached-property ==1.5.2
- cachetools ==5.3.0
- certifi ==2022.6.15
- cffi ==1.14.6
- chardet ==5.2.0
- charset-normalizer ==2.1.0
- click ==8.0.3
- click-completion ==0.5.1
- cloudpickle ==2.2.1
- colorama ==0.4.4
- colorcet ==3.0.1
- conan ==1.50.0
- cookiecutter ==2.5.0
- cycler ==0.11.0
- dask ==2022.2.0
- dataframe-image ==0.1.5
- datashader ==0.14.4
- datashape ==0.5.2
- datatile ==1.0.3
- debugpy ==1.6.3
- decorator ==5.1.1
- defusedxml ==0.7.1
- dicom2nifti ==2.4.6
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- docker ==4.1.0
- docker-pycreds ==0.4.0
- entrypoints ==0.4
- fasteners ==0.17.3
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- filelock ==3.7.1
- fire ==0.5.0
- flask ==2.0.2
- flask-cors ==3.0.10
- flatbuffers ==23.3.3
- fonttools ==4.38.0
- frozenlist ==1.3.3
- fsspec ==2023.1.0
- future ==0.18.2
- gast ==0.4.0
- gitdb ==4.0.10
- gitpython ==3.1.31
- google-auth ==2.17.1
- google-auth-oauthlib ==0.4.6
- google-pasta ==0.2.0
- grpcio ==1.53.0
- h5py ==3.8.0
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- holoviews ==1.15.4
- huggingface-hub ==0.13.2
- hydra-core ==1.3.2
- hypertune ==1.0.3
- idna ==3.3
- imageio ==2.22.4
- importlib-metadata ==4.10.1
- importlib-resources ==5.12.0
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- ipython ==7.34.0
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- itsdangerous ==2.0.1
- jedi ==0.18.1
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- jsonschema ==4.17.3
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- jupyter-core ==4.12.0
- jupyter-server ==1.23.6
- jupyterlab-pygments ==0.2.2
- jupyterlab-widgets ==3.0.5
- keras ==2.11.0
- kiwisolver ==1.4.4
- kubernetes ==26.1.0
- libclang ==16.0.0
- lightly ==1.3.1
- lightly-utils ==0.0.2
- lightning-utilities ==0.8.0
- linecache2 ==1.0.0
- llvmlite ==0.39.1
- locket ==1.0.0
- markdown ==3.4.1
- markdown-it-py ==2.2.0
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- marshmallow ==3.0.0rc5
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- mdurl ==0.1.2
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- mistune ==2.0.5
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- nbclient ==0.7.2
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- nest-asyncio ==1.5.6
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- nibabel ==4.0.2
- node-semver ==0.6.1
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- notebook ==6.5.3
- notebook-shim ==0.2.2
- numba ==0.56.4
- numpy ==1.21.5
- nvidia-cuda-runtime-cu12 ==12.1.55
- nvidia-pyindex ==1.0.9
- oauthlib ==3.2.2
- omegaconf ==2.3.0
- opencv-python ==4.5.5.62
- opencv-python-headless ==4.7.0.72
- opt-einsum ==3.3.0
- packaging ==21.3
- pandas ==1.3.5
- pandocfilters ==1.5.0
- panel ==0.14.4
- param ==1.13.0
- parso ==0.8.3
- partd ==1.3.0
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- pbr ==6.0.0
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- pillow ==9.2.0
- pip ==24.0
- pkgutil-resolve-name ==1.3.10
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- pluginbase ==1.0.1
- polyaxon ==1.20.0
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- polyaxon-client ==0.6.1
- polyaxon-deploy ==0.6.1
- polyaxon-dockerizer ==0.1.0
- polyaxon-schemas ==0.6.1
- polyaxon-sdk ==1.20.0
- polystores ==0.2.5
- pox ==0.3.2
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- prometheus-client ==0.16.0
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- protobuf ==3.19.6
- psutil ==5.9.3
- pyamg ==5.0.0
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- pyct ==0.5.0
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- pynndescent ==0.5.8
- pyparsing ==3.0.9
- pypiwin32 ==223
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- python-dateutil ==2.8.2
- python-gdcm ==3.0.20
- python-slugify ==8.0.4
- pytorch-lightning ==1.9.4
- pytz ==2021.3
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- pywavelets ==1.3.0
- pywin32 ==304
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- pyyaml ==6.0
- pyzmq ==24.0.1
- qtconsole ==5.4.1
- qtpy ==2.3.0
- raven ==6.7.0
- requests ==2.28.1
- requests-oauthlib ==1.3.1
- requests-toolbelt ==0.10.1
- rhea ==0.5.5
- rich ==13.3.3
- rsa ==4.9
- scikit-image ==0.19.3
- scikit-learn ==1.0.2
- scipy ==1.7.3
- seaborn ==0.12.2
- send2trash ==1.8.0
- sentry-sdk ==1.16.0
- setproctitle ==1.3.2
- setuptools ==67.7.2
- shellingham ==1.5.0.post1
- simpleitk ==2.2.0
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- sklearn ==0.0
- smmap ==5.0.0
- sniffio ==1.3.0
- soupsieve ==2.4
- stevedore ==3.5.2
- tabulate ==0.8.2
- tensorboard ==2.11.2
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.1
- tensorflow ==2.11.0
- tensorflow-estimator ==2.11.0
- tensorflow-intel ==2.11.0
- tensorflow-io-gcs-filesystem ==0.31.0
- termcolor ==2.2.0
- terminado ==0.17.1
- text-unidecode ==1.3
- tf-explain ==0.3.1
- threadpoolctl ==3.0.0
- tifffile ==2021.11.2
- timm ==0.6.12
- tinycss2 ==1.2.1
- toolz ==0.12.0
- torch ==1.13.1
- torchaudio ==0.13.1
- torchinfo ==1.7.2
- torchmetrics ==0.11.4
- torchsummary ==1.5.1
- torchvision ==0.14.1
- tornado ==6.2
- tqdm ==4.64.0
- traceback2 ==1.4.0
- traceml ==1.0.8
- traitlets ==5.5.0
- typing-extensions ==4.0.1
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- umap ==0.1.1
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- unipath ==1.1
- unittest2 ==1.1.0
- urllib3 ==1.26.15
- virtualenv ==20.15.1
- virtualenv-clone ==0.5.7
- virtualenvwrapper ==4.8.4
- wandb ==0.13.11
- wcwidth ==0.2.5
- webencodings ==0.5.1
- websocket-client ==1.5.1
- werkzeug ==2.0.2
- wheel ==0.40.0
- widgetsnbextension ==4.0.5
- wrapt ==1.15.0
- xarray ==0.20.2
- yarl ==1.8.2
- zipp ==3.7.0