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GitHub / JonasHeinzmann-AI / Google_Brain-Ventilator_Pressure_Prediction
Kaggle Competition | Simulate a ventilator connected to a sedated patient's lung
Stars: 0
Forks: 1
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 110 MB
Dependencies:
2,490
Created: over 2 years ago
Updated: over 2 years ago
Last pushed: over 2 years ago
Last synced: 28 days ago
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Dependencies
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- stop-words ==2018.7.23
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- tangled-up-in-unicode ==0.1.0
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- tensorboard-plugin-wit ==1.8.0
- tensorboardx ==2.2
- tensorflow ==2.4.1
- tensorflow-addons ==0.12.1
- tensorflow-cloud ==0.1.13
- tensorflow-datasets ==3.0.0
- tensorflow-estimator ==2.4.0
- tensorflow-gcs-config ==2.4.0
- tensorflow-hub ==0.12.0
- tensorflow-metadata ==1.2.0
- tensorflow-probability ==0.12.2
- tensorpack ==0.11
- termcolor ==1.1.0
- terminado ==0.10.1
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- text-unidecode ==1.3
- textblob ==0.15.3
- texttable ==1.6.4
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- tifffile ==2021.8.30
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- toml ==0.10.2
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- toolz ==0.11.1
- torch ==1.7.1
- torchaudio ==0.7.2
- torchmetrics ==0.5.0
- torchtext ==0.8.1
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- tornado ==6.1
- tpot ==0.11.7
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- traitlets ==5.0.5
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- twisted ==21.7.0
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- urwid ==2.1.2
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- vowpalwabbit ==8.11.0
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- wand ==0.6.7
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- wasabi ==0.8.2
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- wcwidth ==0.2.5
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- websocket-client ==0.57.0
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- wheel ==0.37.0
- whichcraft ==0.6.1
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- astroid ==2.4.2
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- async-generator ==1.10
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- backports.shutil-get-terminal-size ==1.0.0
- backports.tempfile ==1.0
- backports.weakref ==1.0.post1
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- bottleneck ==1.3.2
- bravado ==11.0.3
- bravado-core ==5.17.0
- brotlipy ==0.7.0
- cachecontrol ==0.12.6
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- cbpro ==1.1.4
- ccxt ==1.56.86
- certifi ==2020.6.20
- cffi ==1.14.3
- chardet ==3.0.4
- charset-normalizer ==2.0.6
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- click ==7.1.2
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- colorama ==0.4.4
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- cryptography ==3.1.1
- cycler ==0.10.0
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- decorator ==4.4.2
- defusedxml ==0.6.0
- diff-match-patch ==20200713
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- distributed ==2.30.1
- docker-pycreds ==0.4.0
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- entrypoints ==0.3
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- firebase-admin ==5.0.2
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- flask ==1.1.2
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- gast ==0.4.0
- gevent ==20.9.0
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- google-api-core ==1.31.2
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- google-crc32c ==1.1.3
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- google-resumable-media ==2.0.1
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- pycurl ==7.43.0.6
- pydicom ==2.1.2
- pydocstyle ==5.1.1
- pyflakes ==2.2.0
- pygments ==2.7.2
- pylint ==2.6.0
- pymongo ==3.5.1
- pynacl ==1.4.0
- pyodbc ==4.0.0
- pyopenssl ==19.1.0
- pyparsing ==2.4.7
- pyreadline ==2.1
- pyrsistent ==0.17.3
- pysocks ==1.7.1
- pytest ==0.0.0
- python-dateutil ==2.8.1
- python-docx ==0.8.11
- python-jsonrpc-server ==0.4.0
- python-language-server ==0.35.1
- python-slugify ==5.0.2
- pytz ==2020.1
- pywavelets ==1.1.1
- pywin32 ==227
- pywin32-ctypes ==0.2.0
- pywinpty ==0.5.7
- pyyaml ==5.3.1
- pyzmq ==19.0.2
- qdarkstyle ==2.8.1
- qtawesome ==1.0.1
- qtconsole ==4.7.7
- qtpy ==1.9.0
- regex ==2020.10.15
- requests ==2.26.0
- requests-oauthlib ==1.3.0
- retrying ==1.3.3
- rfc3987 ==1.3.8
- rope ==0.18.0
- rsa ==4.7.2
- rtree ==0.9.4
- ruamel-yaml ==0.15.87
- sacremoses ==0.0.46
- scikit-image ==0.17.2
- scikit-learn ==0.23.2
- scipy ==1.5.2
- seaborn ==0.11.0
- selenium ==3.141.0
- send2trash ==1.5.0
- sentry-sdk ==1.1.0
- setuptools ==50.3.1.post20201107
- shapely ==1.7.1
- shortuuid ==1.0.1
- simplegeneric ==0.8.1
- simplejson ==3.17.5
- singledispatch ==3.4.0.3
- sip ==4.19.13
- six ==1.13.0
- smmap ==4.0.0
- snowballstemmer ==2.0.0
- sortedcollections ==1.2.1
- sortedcontainers ==2.2.2
- soupsieve ==2.0.1
- sphinx ==3.2.1
- sphinxcontrib-applehelp ==1.0.2
- sphinxcontrib-devhelp ==1.0.2
- sphinxcontrib-htmlhelp ==1.0.3
- sphinxcontrib-jsmath ==1.0.1
- sphinxcontrib-qthelp ==1.0.3
- sphinxcontrib-serializinghtml ==1.1.4
- sphinxcontrib-websupport ==1.2.4
- spyder ==4.1.5
- spyder-kernels ==1.9.4
- sqlalchemy ==1.3.20
- statsmodels ==0.12.0
- strict-rfc3339 ==0.7
- subprocess32 ==3.5.4
- swagger-spec-validator ==2.7.3
- sympy ==1.6.2
- tables ==3.6.1
- tblib ==1.7.0
- tensorboard ==2.6.0
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.0
- tensorflow ==2.6.0
- tensorflow-datasets ==4.4.0
- tensorflow-estimator ==2.6.0
- tensorflow-metadata ==1.2.0
- termcolor ==1.1.0
- terminado ==0.9.1
- testpath ==0.4.4
- text-unidecode ==1.3
- tez ==0.1.8
- threadpoolctl ==2.1.0
- tifffile ==2020.10.1
- tokenizers ==0.10.3
- toml ==0.10.1
- toolz ==0.11.1
- torch ==1.8.1
- torchinfo ==1.5.3
- torchsummary ==1.5.1
- tornado ==6.0.4
- tqdm ==4.50.2
- traitlets ==5.0.5
- transformers ==4.11.2
- typing-extensions ==3.7.4.3
- ujson ==4.0.1
- unicodecsv ==0.14.1
- uritemplate ==3.0.1
- urllib3 ==1.25.11
- wandb ==0.8.26
- watchdog ==0.10.3
- wcwidth ==0.2.5
- webcolors ==1.11.1
- webencodings ==0.5.1
- websocket-client ==0.40.0
- werkzeug ==1.0.1
- wheel ==0.35.1
- widgetsnbextension ==3.5.1
- win-inet-pton ==1.1.0
- win-unicode-console ==0.5
- wincertstore ==0.2
- wrapt ==1.12.1
- xlrd ==1.2.0
- xlsxwriter ==1.3.7
- xlwings ==0.20.8
- xlwt ==1.3.0
- xmltodict ==0.12.0
- yapf ==0.30.0
- yarl ==1.6.3
- zict ==2.0.0
- zipp ==3.4.0
- zope.event ==4.5.0
- zope.interface ==5.1.2
- absl-py ==0.13.0
- aiodns ==3.0.0
- aiohttp ==3.7.4.post0
- alabaster ==0.7.12
- albumentations ==0.5.2
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- anaconda-navigator ==1.10.0
- anaconda-project ==0.8.3
- argh ==0.26.2
- argon2-cffi ==20.1.0
- asn1crypto ==1.4.0
- astroid ==2.4.2
- astropy ==4.0.2
- astunparse ==1.6.3
- async-generator ==1.10
- async-timeout ==3.0.1
- atomicwrites ==1.4.0
- attrs ==20.3.0
- autopep8 ==1.5.4
- babel ==2.8.1
- backcall ==0.2.0
- backports.functools-lru-cache ==1.6.1
- backports.shutil-get-terminal-size ==1.0.0
- backports.tempfile ==1.0
- backports.weakref ==1.0.post1
- bayesian-optimization ==0.6.0
- bcrypt ==3.2.0
- beautifulsoup4 ==4.9.3
- bitarray ==1.6.1
- bitmex ==0.2.2
- bkcharts ==0.2
- bleach ==3.2.1
- bokeh ==2.2.3
- boto ==2.49.0
- bottleneck ==1.3.2
- bravado ==11.0.3
- bravado-core ==5.17.0
- brotlipy ==0.7.0
- cachecontrol ==0.12.6
- cachetools ==4.2.2
- category-encoders ==2.2.2
- cbpro ==1.1.4
- ccxt ==1.56.86
- certifi ==2020.6.20
- cffi ==1.14.3
- chardet ==3.0.4
- charset-normalizer ==2.0.6
- clang ==5.0
- click ==7.1.2
- cloudpickle ==1.6.0
- clyent ==1.2.2
- colorama ==0.4.4
- comtypes ==1.1.7
- conda ==4.9.2
- conda-build ==3.20.5
- conda-package-handling ==1.7.2
- conda-verify ==3.4.2
- configparser ==5.0.2
- contextlib2 ==0.6.0.post1
- cryptography ==3.1.1
- cycler ==0.10.0
- cython ==0.29.21
- cytoolz ==0.11.0
- dask ==2.30.0
- decorator ==4.4.2
- defusedxml ==0.6.0
- diff-match-patch ==20200713
- dill ==0.3.4
- distributed ==2.30.1
- docker-pycreds ==0.4.0
- docutils ==0.16
- docx ==0.2.4
- efficientnet-pytorch ==0.7.1
- entrypoints ==0.3
- et-xmlfile ==1.0.1
- fastcache ==1.1.0
- filelock ==3.0.12
- firebase-admin ==5.0.2
- flake8 ==3.8.4
- flask ==1.1.2
- flatbuffers ==1.12
- fsspec ==0.8.3
- future ==0.18.2
- gast ==0.4.0
- gevent ==20.9.0
- gitdb ==4.0.7
- gitpython ==3.1.17
- glob2 ==0.7
- google-api-core ==1.31.2
- google-api-python-client ==2.19.0
- google-auth ==1.35.0
- google-auth-httplib2 ==0.1.0
- google-auth-oauthlib ==0.4.6
- google-cloud-core ==2.0.0
- google-cloud-firestore ==2.3.1
- google-cloud-storage ==1.42.0
- google-crc32c ==1.1.3
- google-pasta ==0.2.0
- google-resumable-media ==2.0.1
- googleapis-common-protos ==1.53.0
- gql ==0.2.0
- graphql-core ==1.1
- greenlet ==0.4.17
- grpcio ==1.39.0
- h5py ==3.1.0
- heapdict ==1.0.1
- html5lib ==1.1
- httplib2 ==0.19.1
- huggingface-hub ==0.0.17
- idna ==2.10
- imageio ==2.9.0
- imagesize ==1.2.0
- imgaug ==0.4.0
- importlib-metadata ==2.0.0
- importlib-resources ==5.2.2
- iniconfig ==1.1.1
- intervaltree ==3.1.0
- ipykernel ==5.3.4
- ipython ==7.19.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.5.1
- isort ==5.6.4
- itsdangerous ==1.1.0
- jdcal ==1.4.1
- jedi ==0.17.1
- jinja2 ==2.11.2
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- json5 ==0.9.5
- jsonpointer ==2.1
- jsonref ==0.2
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- keras-preprocessing ==1.1.2
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- lazy-object-proxy ==1.4.3
- libarchive-c ==2.9
- llvmlite ==0.34.0
- locket ==0.2.0
- lxml ==4.6.2
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- markupsafe ==1.1.1
- matplotlib ==3.3.2
- mccabe ==0.6.1
- menuinst ==1.4.16
- mistune ==0.8.4
- mkl-fft ==1.2.0
- mkl-random ==1.1.1
- mkl-service ==2.3.0
- mock ==4.0.2
- monotonic ==1.6
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- mpmath ==1.1.0
- msgpack ==1.0.0
- multidict ==5.1.0
- multipledispatch ==0.6.0
- multiprocess ==0.70.12.2
- mysql-connector-python ==8.0.26
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- nbclient ==0.5.1
- nbconvert ==6.0.7
- nbformat ==5.0.8
- nest-asyncio ==1.4.2
- networkx ==2.5
- nltk ==3.5
- nnaudio ==0.2.6
- nose ==1.3.7
- notebook ==6.1.4
- numba ==0.51.2
- numexpr ==2.7.1
- numpy ==1.19.2
- numpydoc ==1.1.0
- nvidia-ml-py3 ==7.352.0
- oauthlib ==3.1.1
- olefile ==0.46
- opencv-python ==4.5.2.52
- opencv-python-headless ==4.5.2.52
- openpyxl ==3.0.5
- opt-einsum ==3.3.0
- packaging ==20.4
- pandas ==1.1.3
- pandocfilters ==1.4.3
- paramiko ==2.7.2
- parso ==0.7.0
- partd ==1.1.0
- path ==15.0.0
- pathlib2 ==2.3.5
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- patsy ==0.5.1
- pep8 ==1.7.1
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pillow ==8.0.1
- pip ==20.2.4
- pkginfo ==1.6.1
- plotly ==4.14.3
- pluggy ==0.13.1
- ply ==3.11
- prometheus-client ==0.8.0
- promise ==2.3
- prompt-toolkit ==3.0.8
- proto-plus ==1.19.0
- protobuf ==3.17.0
- psutil ==5.7.2
- py ==1.9.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pycares ==4.0.0
- pycodestyle ==2.6.0
- pycosat ==0.6.3
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- pycurl ==7.43.0.6
- pydicom ==2.1.2
- pydocstyle ==5.1.1
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- pygments ==2.7.2
- pylint ==2.6.0
- pymongo ==3.5.1
- pynacl ==1.4.0
- pyodbc ==4.0.0
- pyopenssl ==19.1.0
- pyparsing ==2.4.7
- pyreadline ==2.1
- pyrsistent ==0.17.3
- pysocks ==1.7.1
- pytest ==0.0.0
- python-dateutil ==2.8.1
- python-docx ==0.8.11
- python-jsonrpc-server ==0.4.0
- python-language-server ==0.35.1
- python-slugify ==5.0.2
- pytz ==2020.1
- pywavelets ==1.1.1
- pywin32 ==227
- pywin32-ctypes ==0.2.0
- pywinpty ==0.5.7
- pyyaml ==5.3.1
- pyzmq ==19.0.2
- qdarkstyle ==2.8.1
- qtawesome ==1.0.1
- qtconsole ==4.7.7
- qtpy ==1.9.0
- regex ==2020.10.15
- requests ==2.26.0
- requests-oauthlib ==1.3.0
- retrying ==1.3.3
- rfc3987 ==1.3.8
- rope ==0.18.0
- rsa ==4.7.2
- rtree ==0.9.4
- ruamel-yaml ==0.15.87
- sacremoses ==0.0.46
- scikit-image ==0.17.2
- scikit-learn ==0.23.2
- scipy ==1.5.2
- seaborn ==0.11.0
- selenium ==3.141.0
- send2trash ==1.5.0
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- shapely ==1.7.1
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- simplegeneric ==0.8.1
- simplejson ==3.17.5
- singledispatch ==3.4.0.3
- sip ==4.19.13
- six ==1.13.0
- smmap ==4.0.0
- snowballstemmer ==2.0.0
- sortedcollections ==1.2.1
- sortedcontainers ==2.2.2
- soupsieve ==2.0.1
- sphinx ==3.2.1
- sphinxcontrib-applehelp ==1.0.2
- sphinxcontrib-devhelp ==1.0.2
- sphinxcontrib-htmlhelp ==1.0.3
- sphinxcontrib-jsmath ==1.0.1
- sphinxcontrib-qthelp ==1.0.3
- sphinxcontrib-serializinghtml ==1.1.4
- sphinxcontrib-websupport ==1.2.4
- spyder ==4.1.5
- spyder-kernels ==1.9.4
- sqlalchemy ==1.3.20
- statsmodels ==0.12.0
- strict-rfc3339 ==0.7
- subprocess32 ==3.5.4
- swagger-spec-validator ==2.7.3
- sympy ==1.6.2
- tables ==3.6.1
- tblib ==1.7.0
- tensorboard ==2.6.0
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.0
- tensorflow ==2.6.0
- tensorflow-datasets ==4.4.0
- tensorflow-estimator ==2.6.0
- tensorflow-metadata ==1.2.0
- termcolor ==1.1.0
- terminado ==0.9.1
- testpath ==0.4.4
- text-unidecode ==1.3
- tez ==0.1.8
- threadpoolctl ==2.1.0
- tifffile ==2020.10.1
- tokenizers ==0.10.3
- toml ==0.10.1
- toolz ==0.11.1
- torch ==1.8.1
- torchinfo ==1.5.3
- torchsummary ==1.5.1
- tornado ==6.0.4
- tqdm ==4.50.2
- traitlets ==5.0.5
- transformers ==4.11.2
- typing-extensions ==3.7.4.3
- ujson ==4.0.1
- unicodecsv ==0.14.1
- uritemplate ==3.0.1
- urllib3 ==1.25.11
- wandb ==0.8.26
- watchdog ==0.10.3
- wcwidth ==0.2.5
- webcolors ==1.11.1
- webencodings ==0.5.1
- websocket-client ==0.40.0
- werkzeug ==1.0.1
- wheel ==0.35.1
- widgetsnbextension ==3.5.1
- win-inet-pton ==1.1.0
- win-unicode-console ==0.5
- wincertstore ==0.2
- wrapt ==1.12.1
- xlrd ==1.2.0
- xlsxwriter ==1.3.7
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- xmltodict ==0.12.0
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- zict ==2.0.0
- zipp ==3.4.0
- zope.event ==4.5.0
- zope.interface ==5.1.2