/Interstate_Traffic_Volume_Project

Metro Interstate traffic volume project - iNeuron Project

Primary LanguageJupyter NotebookMIT LicenseMIT

Interstate_Traffic_Volume_Project

Metro Interstate traffic volume project

Tools Used

Workflows

  • config.yaml
  • secrets.yaml [Optional]
  • params.yaml
  • Entity
  • Configuration manager in src config
  • Components
  • Pipeline
  • main.py
  • dvc.yaml

Installation

  • pip install -r requirements.txt

DVC commands

  • dvc init
  • dvc repro

To Run

  • python app.py

Update configuration

  • Update params.yaml with configuration which is apt for your training eg: batch size to 500 and epochs to 200.

Documents