cjmdatasci / bank-marketing-analysis

Bank marketing analysis and response predictor based on 'Bank Marketing' dataset

Bank Marketing Analysis

Requirement

Development:

• Anaconda
• Streamlit Package (Install via Anaconda)

Production (Streamlit):

• Python 3.9 or newer
• Poetry Dependency Manager

Development

It's better to create a new Anaconda Environment named streamlit_related or streamlit_projects or anything. You can use conda command to create it:

conda create -n streamlit_related python=3.8

use the new created env:

conda activate streamlit_related

install streamlit package:

pip install streamlit

pip install sklearn

run the streamlit development server:

streamlit run streamlit_app.py

Deployment (Streamlit)

streamlit package already added in the streamlit runtime. no need to install.

install production dependencies:

poetry install

export production dependencies:

poetry export -f requirements.txt --without-hashes > requirements.txt