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Merge pull request #280 from Winterflower/ml-classification-notebook
Companion Jupyter notebook for ML Classification Analytics
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## Kibana Sample Flights Data Classification Example | ||
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Set up a local instance of Jupyter using the following instructions | ||
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1. Set up a virtual environment called `env` | ||
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``` | ||
python3 -m venv env | ||
``` | ||
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2. Activate it | ||
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``` | ||
source env/bin/activate | ||
``` | ||
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3. Install the required dependencies for your chosen Jupyter notebook | ||
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``` | ||
pip install -r some-requirements-file-name.txt | ||
``` | ||
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4. Launch Jupyter | ||
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``` | ||
jupyter notebook | ||
``` | ||
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Machine Learning/Analytics Jupyter Notebooks/ml-analytics-classification-requirements.txt
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appnope==0.1.0 | ||
attrs==19.3.0 | ||
backcall==0.1.0 | ||
bleach==3.1.0 | ||
certifi==2019.11.28 | ||
chardet==3.0.4 | ||
decorator==4.4.1 | ||
defusedxml==0.6.0 | ||
elasticsearch==7.1.0 | ||
entrypoints==0.3 | ||
idna==2.8 | ||
importlib-metadata==1.2.0 | ||
ipykernel==5.1.3 | ||
ipython==7.10.1 | ||
ipython-genutils==0.2.0 | ||
ipywidgets==7.5.1 | ||
jedi==0.15.1 | ||
Jinja2==2.10.3 | ||
jsonschema==3.2.0 | ||
jupyter==1.0.0 | ||
jupyter-client==5.3.4 | ||
jupyter-console==6.0.0 | ||
jupyter-core==4.6.1 | ||
MarkupSafe==1.1.1 | ||
mistune==0.8.4 | ||
more-itertools==8.0.0 | ||
nbconvert==5.6.1 | ||
nbformat==4.4.0 | ||
notebook==6.0.2 | ||
pandocfilters==1.4.2 | ||
parso==0.5.1 | ||
pexpect==4.7.0 | ||
pickleshare==0.7.5 | ||
prometheus-client==0.7.1 | ||
prompt-toolkit==2.0.10 | ||
ptyprocess==0.6.0 | ||
Pygments==2.5.2 | ||
pyrsistent==0.15.6 | ||
python-dateutil==2.8.1 | ||
pyzmq==18.1.1 | ||
qtconsole==4.6.0 | ||
requests==2.22.0 | ||
Send2Trash==1.5.0 | ||
six==1.13.0 | ||
terminado==0.8.3 | ||
testpath==0.4.4 | ||
tornado==6.0.3 | ||
traitlets==4.3.3 | ||
urllib3==1.25.7 | ||
wcwidth==0.1.7 | ||
webencodings==0.5.1 | ||
widgetsnbextension==3.5.1 | ||
zipp==0.6.0 |
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