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GitHub / garretthoffman / deploying_data_science_apps
Slides and Code Samples for Talk on Deploying Data Science Applications
Stars: 9
Forks: 6
Open Issues: 31
License: None
Language: Jupyter Notebook
Repo Size: 103 MB
Dependencies:
191
Created: almost 5 years ago
Updated: about 4 years ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Topics: airflow, data-science, deployment, kubernetes, slides, tutorial
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Dependencies
- Jinja2 ==2.10.1
- Keras-Applications ==1.0.7
- Keras-Preprocessing ==1.0.9
- Markdown ==3.1
- MarkupSafe ==1.1.1
- Pillow ==6.0.0
- Pygments ==2.3.1
- Send2Trash ==1.5.0
- Werkzeug ==0.15.2
- absl-py ==0.7.1
- appnope ==0.1.0
- astor ==0.7.1
- attrs ==19.1.0
- backcall ==0.1.0
- bleach ==3.1.0
- certifi ==2019.3.9
- decorator ==4.4.0
- defusedxml ==0.5.0
- entrypoints ==0.3
- gast ==0.2.2
- grpcio ==1.19.0
- h5py ==2.9.0
- ipykernel ==5.1.0
- ipython ==7.4.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.4.2
- jedi ==0.13.3
- jsonschema ==3.0.1
- jupyter-client ==5.2.4
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- jupyter-core ==4.4.0
- mistune ==0.8.4
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- numpy ==1.16.2
- olefile ==0.46
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- python-dateutil ==2.8.0
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- scipy ==1.2.1
- six ==1.12.0
- tensorboard ==1.13.1
- tensorflow ==1.13.1
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- termcolor ==1.1.0
- terminado ==0.8.2
- testpath ==0.4.2
- tornado ==6.0.2
- traitlets ==4.3.2
- wcwidth ==0.1.7
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- widgetsnbextension ==3.4.2
- Keras-Applications ==1.0.7
- Keras-Preprocessing ==1.0.9
- Markdown ==3.1
- Pillow ==6.0.0
- PyNaCl ==1.3.0
- PyYAML ==4.2b1
- Werkzeug ==0.15.2
- absl-py ==0.7.1
- asn1crypto ==0.24.0
- astor ==0.7.1
- bcrypt ==3.1.6
- boto3 ==1.9.130
- botocore ==1.12.130
- cached-property ==1.5.1
- certifi ==2019.3.9
- cffi ==1.12.2
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- cryptography ==2.6.1
- docker ==3.7.2
- docker-compose ==1.24.0
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- idna ==2.7
- jmespath ==0.9.4
- jsonschema ==2.6.0
- mock ==2.0.0
- numpy ==1.16.2
- pandas ==0.24.2
- paramiko ==2.4.2
- pbr ==5.1.3
- protobuf ==3.7.1
- protobuf3-to-dict ==0.1.5
- pyasn1 ==0.4.5
- pycparser ==2.19
- python-dateutil ==2.8.0
- pytz ==2019.1
- requests ==2.20.1
- s3transfer ==0.2.0
- sagemaker ==1.18.12
- scipy ==1.2.1
- six ==1.12.0
- tensorboard ==1.13.1
- tensorflow ==1.13.1
- tensorflow-estimator ==1.13.0
- termcolor ==1.1.0
- texttable ==0.9.1
- urllib3 ==1.24.2
- websocket-client ==0.56.0
- tensorflow/tensorflow latest-py3 build
- python 3.6-slim build
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- python 3.6-slim build
- python 3.6-slim build
- python 3.6-slim build