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requirements.txt
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# Dash
# ------------------------------------------------------------------------------
dash==2.5.1 # https://pypi.org/project/dash/2.5.1/ # Python framework for building reactive web-apps. Developed by Plotly.
dash-bootstrap-components==1.1.0 # https://pypi.org/project/dash-bootstrap-components/1.1.0/ # Bootstrap themed components for use in Plotly Dash
dash-bootstrap-templates==1.0.5 # https://pypi.org/project/dash-bootstrap-templates/1.0.5/ # Collection of Plotly figure templates with a Bootstrap theme
# Flask User Authentication
# ------------------------------------------------------------------------------
SQLAlchemy==1.4.39 # https://pypi.org/project/SQLAlchemy/ # Database Abstraction Library
Flask-SQLAlchemy==2.5.1 # https://pypi.org/project/Flask-SQLAlchemy/2.5.1/ # Adds SQLAlchemy support to your Flask application.
Flask-Login==0.6.1 # https://pypi.org/project/Flask-Login/0.6.1/ # User authentication and session management for Flask.
Werkzeug==2.1.2 # https://pypi.org/project/Werkzeug/2.1.2/ # Comprehensive WSGI web application library.
# Data Generation and Manipulation
# ------------------------------------------------------------------------------
pandas==1.4.2 # https://pypi.org/project/pandas/1.4.2/ # Dataframe Related Operations
dash-pivottable==0.0.2 # https://pypi.org/project/dash-pivottable/0.0.2/ # Dash Pivot table and Data Aggregation
# Modelling
# ------------------------------------------------------------------------------
xgboost==1.5.2 # https://pypi.org/project/xgboost/1.5.2/ # XGBoost Python Package
scikit-learn==1.0.2 # https://pypi.org/project/scikit-learn/1.0.2/ # A set of python modules for machine learning and data mining
# Asynchronous Task Queue, Messaging Broker
# ------------------------------------------------------------------------------
celery==5.2.7 # https://pypi.org/project/celery/5.2.7/ # Asynchronous Task Scheduler
redis==4.3.4 # https://pypi.org/project/redis/4.3.4/ # Python client for Redis database and key-value store
gevent==21.12.0 # https://pypi.org/project/gevent/21.12.0/ # Coroutine-based network library