cr21 / DVC_NLP_Stackoverflow_Tag_Predictor

AIOps Workflow implementation for Stack Overflow tag prediction task

DVC NLP Stackoverflow Tag Predictor

• we will build simple binary classfication to classify Stackoverflow question into Python tags or non Python Tags.
• This project is simple implementation of End To End ML Pipeline using DVC Tool.
• Using GitHub Actions for tracking ML Workflow.
• Used DVC to monitor end to end pipeline results.

Project Workflow

dvc-project-template

DVC project template

conda create --prefix ./env python=3.7 -y

conda activate ./env

OR

source activate ./env

STEP 04- install the requirements

pip install -r requirements.txt

STEP 05- initialize the dvc project

dvc init

STEP 06- reproduce training

dvc repro