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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Interstate_Traffic_Volume_Project\nMetro Interstate traffic volume project\n\n### Tools Used\n\n\u003cp float=\"left\"\u003e\n    \u003cimg src=\"./assets/cassandra.png\" width=\"100\" height=\"100\"/\u003e\n    \u003cimg src=\"./assets/tensorflowkeras.jpg\" width=\"200\" height=\"100\"/\u003e\n    \u003cimg src=\"./assets/dvc.png\" width=\"100\" height=\"100\"/\u003e\n    \u003cimg src=\"./assets/flask.png\" width=\"100\" height=\"100\"/\u003e\n\u003c/p\u003e\n\u003cp float=\"left\"\u003e\n    \u003cimg src=\"./assets/docker.png\" width=\"100\" height=\"100\"/\u003e\n    \u003cimg src=\"./assets/cicd.jpg\" width=\"200\" height=\"100\"/\u003e\n    \u003cimg src=\"./assets/AWS_EC2.png\" width=\"100\" height=\"100\"/\u003e\n    \u003cimg src=\"./assets/AWS_ECR.png\" width=\"100\" height=\"100\"/\u003e\n\u003c/p\u003e\n\n\n## Workflows\n\n- config.yaml\n- secrets.yaml [Optional]\n- params.yaml\n- Entity\n- Configuration manager in src config\n- Components\n- Pipeline\n- main.py\n- dvc.yaml\n\n### Installation\n\n- pip install -r requirements.txt\n\n### DVC commands\n- dvc init\n- dvc repro\n\n### To Run\n- python app.py\n\n### Update configuration\n- Update params.yaml with configuration which is apt for your training eg: batch size to 500 and epochs to 200.\n\n### Documents\n\n- [Link here](./documents)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fajithvcoder%2Finterstate_traffic_volume_project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fajithvcoder%2Finterstate_traffic_volume_project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fajithvcoder%2Finterstate_traffic_volume_project/lists"}