Development Environment
Vs code : used to write python scripts for data preprocessing and deployment jupyter notebook : used for data analysis and model training streamlit : used for model deployment and web app creation heroku : used for deployment of our web app to make it accessible globally
Jupyter Notebook 9722 Version:v7.0.0a11
Jupyter Notebook 9722 Version:v7.0.0a11 License: Others (Non-SPDX)
Python 22361 Version:1.16.0
Python 22361 Version:1.16.0 License: Permissive (Apache-2.0)
Ruby 945 Version:Current
Ruby 945 Version:Current License: Permissive (MIT)
Data Mining
numpy : used for computational mathematics Pandas : used for loading data and Exploratory data analysis
Python 22550 Version:1.24.1
Python 22550 Version:1.24.1 License: Permissive (BSD-3-Clause)
Python 36714 Version:1.5.2
Python 36714 Version:1.5.2 License: Permissive (BSD-3-Clause)
Data Visualization
Python 10285 Version:0.12.2
Python 10285 Version:0.12.2 License: Permissive (BSD-3-Clause)
Python 16792 Version:3.6.2
Python 16792 Version:3.6.2 License: No License
Machine Learning
Sklearn : used for training our ML models and evaluation joblib : used to store and load our ML model
Python 2693 Version:2.2.0
Python 2693 Version:2.2.0 License: Others (Non-SPDX)
Jupyter Notebook 1 Version:Current
Jupyter Notebook 1 Version:Current License: Strong Copyleft (GPL-3.0)
Open Weaver – Develop Applications Faster with Open Source