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GitHub / mikeqfu / network-rail-weather-rail-incident-prediction
A (prototype) model for prediction of weather-related rail incidents in Great Britain
Stars: 1
Forks: 1
Open Issues: 9
License: agpl-3.0
Language: Python
Repo Size: 12.4 MB
Dependencies:
139
Created: almost 7 years ago
Updated: almost 2 years ago
Last pushed: over 1 year ago
Last synced: 3 months ago
Topics: delays, heat, heat-related-incident, high-temperature, logistic-regression, network-rail, prediction, prototype-model, python, rail-incidents, railway, uk-rail-industry, weather, wind, wind-related-incident
Files
Dependencies
- Babel ==2.9.1
- Fiona ==1.8.20
- GDAL ==3.4.1
- Jinja2 ==3.0.3
- MarkupSafe ==2.0.1
- Pillow ==9.0.0
- Pygments ==2.11.2
- QtPy ==2.0.0
- SQLAlchemy ==1.4.29
- SQLAlchemy-Utils ==0.38.2
- Send2Trash ==1.8.0
- Shapely ==1.8.0
- XlsxWriter ==3.0.2
- anyio ==3.5.0
- argon2-cffi ==21.3.0
- argon2-cffi-bindings ==21.2.0
- asttokens ==2.0.5
- attrs ==21.4.0
- backcall ==0.2.0
- basemap ==1.2.2
- beautifulsoup4 ==4.10.0
- black ==21.12b0
- bleach ==4.1.0
- certifi ==2021.10.8
- cffi ==1.15.0
- charset-normalizer ==2.0.10
- click ==8.0.3
- click-plugins ==1.1.1
- cligj ==0.7.2
- colorama ==0.4.4
- cycler ==0.11.0
- datetime-truncate ==1.1.1
- debugpy ==1.5.1
- decorator ==5.1.1
- defusedxml ==0.7.1
- descartes ==1.1.0
- entrypoints ==0.3
- et-xmlfile ==1.1.0
- execnet ==1.9.0
- executing ==0.8.2
- fonttools ==4.28.5
- fuzzywuzzy ==0.18.0
- geographiclib ==1.52
- geopandas ==0.10.2
- geopy ==2.2.0
- greenlet ==1.1.2
- html5lib ==1.1
- humanfriendly ==10.0
- idna ==3.3
- ipykernel ==6.6.1
- ipython ==8.0.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.6.5
- jedi ==0.18.1
- joblib ==1.1.0
- json5 ==0.9.6
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- mapclassify ==2.4.3
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- matplotlib-inline ==0.1.3
- measurement ==3.2.0
- mistune ==0.8.4
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- networkx ==2.6.3
- notebook ==6.4.7
- numpy ==1.22.0
- openpyxl ==3.0.9
- packaging ==21.3
- pandas ==1.3.5
- pandocfilters ==1.5.0
- parso ==0.8.3
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- platformdirs ==2.4.1
- prometheus-client ==0.12.0
- prompt-toolkit ==3.0.24
- psycopg2 ==2.9.3
- pure-eval ==0.2.1
- pycparser ==2.21
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- pyodbc ==4.0.32
- pyparsing ==3.0.6
- pyproj ==3.3.0
- pyreadline3 ==3.3
- pyrsistent ==0.18.0
- pyshp ==2.1.3
- python-Levenshtein ==0.12.2
- python-dateutil ==2.8.2
- pytz ==2021.3
- pywin32 ==303
- pywinpty ==1.1.6
- pyzmq ==22.3.0
- qtconsole ==5.2.2
- requests ==2.27.1
- scikit-learn ==1.0.2
- scipy ==1.7.3
- setuptools-scm ==6.3.2
- six ==1.16.0
- sniffio ==1.2.0
- soupsieve ==2.3.1
- stack-data ==0.1.3
- statsmodels ==0.13.1
- sympy ==1.9
- terminado ==0.12.1
- testpath ==0.5.0
- threadpoolctl ==3.0.0
- tomli ==1.2.3
- tornado ==6.1
- tqdm ==4.62.3
- traitlets ==5.1.1
- typing_extensions ==4.0.1
- urllib3 ==1.26.8
- wcwidth ==0.2.5
- webencodings ==0.5.1
- websocket-client ==1.2.3
- widgetsnbextension ==3.5.2
- xlrd ==2.0.1