trellixvulnteam / ml_project_z44b

ml_project

creating conda environment

conda create -p venv python==3.7 -y

to activate conda environment

conda activate venv/

pip install -r requirements.txt

to add all file in github

git add. 

or

git add <File_name>

Note : to ignore file or folder from git we can write file/folder in .gitignore file

to check git status

git status

to check all version maintain by git

git log

to create version/commit all changes by the git

git commit -m "some message"

to send version/changes to git

git push origin main

to setup CI/CD pipeline iin heroku we need 3 requirements

1. HEROKU_EMAIL: [email protected]
2. HEROKU_API_KEY:
3. APP_NAME:first-ml

BUILD DOCKER IMAGE

dokcer build -t <image_name>:<tagname> .

NOTE: name of the docker image must be in lower case

to list docker image

docker images

run docker image

docker run -p 5000:5000 -e PORT=5000 <image_id>

install ipykernel

pip install ipykernel