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GitHub / erickCantu / TheGreenCitySolutionsGroup
Forecasting building energy demand through time series analysis and machine learning.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/erickCantu%2FTheGreenCitySolutionsGroup
Stars: 3
Forks: 3
Open Issues: 4
License: mit
Language: Jupyter Notebook
Repo Size: 118 MB
Dependencies:
26
Created: almost 2 years ago
Updated: 10 months ago
Last pushed: almost 2 years ago
Last synced: 10 months ago
Topics: dash, data-science, forecasting, machine-learning, matplotlib, mlflow, numpy, pandas, plotly, postgresql, prophet, python, random-forest, sarimax, seaborn, tbats, time-series, xgboost
Files
Dependencies
- black 20.8b1.*
- flake8 3.8.4.*
- jupyterlab 2.2.9.*
- pandas 1.1.3.*
- python 3.8.5.*
- scikit-learn 0.23.2.*
- seaborn 0.11.0.*
- statsmodels 0.12.1.*
- altair ==4.1.0
- ipywidgets ==7.6.5
- jupyterlab ==3.2.5
- jupyterlab-dash ==0.1.0a3
- matplotlib ==3.5.1
- mlflow ==1.27.0
- numpy ==1.22.0
- pandas ==1.3.5
- pmdarima ==1.8.5
- prophet ==1.0
- psycopg2 ==2.9.3
- pydash ==5.1.0
- pytest ==7.0.1
- python-decouple ==3.6
- scikit-learn ==1.0.2
- seaborn ==0.11.2
- statsmodels ==0.13.1
- tbats ==1.1.0