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GitHub / jon-0 / colorado-traffic-accidents
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jon-0%2Fcolorado-traffic-accidents
Stars: 0
Forks: 0
Open Issues: 11
License: None
Language: Jupyter Notebook
Repo Size: 1.48 MB
Dependencies:
82
Created: about 4 years ago
Updated: over 3 years ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
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Dependencies
- fromIPython.displayimportHTML ,display
- fromsklearn.ensembleimportRandomForestClassifier *
- fromsklearn.feature_selectionimportSelectFromModel *
- fromsklearn.linear_modelimportLogisticRegression *
- fromsklearn.metricsimportaccuracy_score *
- fromsklearn.metricsimportclassification_report *
- fromsklearn.metricsimportconfusion_matrix *
- fromsklearn.metricsimportroc_curve ,auc
- fromsklearn.model_selectionimportGridSearchCV *
- fromsklearn.model_selectionimporttrain_test_split *
- fromsklearn.neighborsimportKNeighborsClassifier *
- fromsklearn.treeimportDecisionTreeClassifier *
- importmatplotlib.pyplotasplt *
- importnumpyasnp *
- importpandasaspd *
- importqgrid *
- importseabornassns *
- jupyter_server *
- plt.style.use *
requirements.txt
pypi
- Jinja2 ==2.11.1
- MarkupSafe ==1.1.1
- Pygments ==2.6.1
- Send2Trash ==1.5.0
- appnope ==0.1.0
- async-generator ==1.10
- attrs ==19.3.0
- backcall ==0.1.0
- bleach ==3.1.0
- certifi ==2019.9.11
- cycler ==0.10.0
- decorator ==4.4.2
- defusedxml ==0.6.0
- entrypoints ==0.3
- importlib-metadata ==1.5.0
- ipykernel ==5.1.4
- ipython ==7.13.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.5.1
- jedi ==0.16.0
- joblib ==0.14.1
- json5 ==0.9.3
- jsonschema ==3.2.0
- jupyter-client ==6.1.0
- jupyter-core ==4.6.1
- jupyter-server ==0.1.1
- jupyterlab ==1.2.6
- jupyterlab-pygments ==0.1.0
- jupyterlab-server ==1.0.7
- kiwisolver ==1.1.0
- matplotlib ==3.1.3
- mistune ==0.8.4
- nbconvert ==5.6.1
- nbformat ==5.0.4
- notebook ==6.0.3
- numpy ==1.18.1
- pandas ==1.0.3
- pandocfilters ==1.4.2
- parso ==0.6.2
- pexpect ==4.8.0
- pickleshare ==0.7.5
- prometheus-client ==0.7.1
- prompt-toolkit ==3.0.4
- ptyprocess ==0.6.0
- pyparsing ==2.4.6
- pyrsistent ==0.15.7
- python-dateutil ==2.8.1
- pytz ==2019.3
- pyzmq ==18.1.1
- qgrid ==1.3.0
- scikit-learn ==0.22.1
- scipy ==1.4.1
- seaborn ==0.10.0
- six ==1.14.0
- terminado ==0.8.3
- testpath ==0.4.4
- tornado ==6.0.4
- traitlets ==4.3.3
- voila ==0.1.21
- wcwidth ==0.1.8
- webencodings ==0.5.1
- widgetsnbextension ==3.5.1
- zipp ==2.2.0