GitHub - chonzadaniel/YouTSentiment_Analysis: Analyse sentiments from youTube (comments) with MLFlow!

conda create -n youtube python=3.11 -y

conda activate youtube

pip install -r requirements.txt

DVC

dvc init

dvc repro

dvc dag

aws configure

Name		Name	Last commit message	Last commit date
Latest commit History 31 Commits
data		data
flask_api		flask_api
notebooks		notebooks
src		src
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
check_ssl.py		check_ssl.py
classification_report_test.json		classification_report_test.json
comments		comments
confusion_matrix_test.png		confusion_matrix_test.png
dvc.yaml		dvc.yaml
experiment_info.json		experiment_info.json
lgbm_model.pkl		lgbm_model.pkl
mlflow.db		mlflow.db
mlflow.log		mlflow.log
model_building.py		model_building.py
model_evaluation.py		model_evaluation.py
model_evaluation_errors.log		model_evaluation_errors.log
params.yaml		params.yaml
preprocessing_errors.log		preprocessing_errors.log
register_model.py		register_model.py
requirements.txt		requirements.txt
setup.py		setup.py
tfidf_vectorizer.pkl		tfidf_vectorizer.pkl