Skip to content

Instantly share code, notes, and snippets.

@Steboss89

Steboss89/multiple_models.sh

Created September 18, 2022 17:53
Show Gist options
  • Save Steboss89/7e3558d73eff3014212e82a809dd028b to your computer and use it in GitHub Desktop.
Save Steboss89/7e3558d73eff3014212e82a809dd028b to your computer and use it in GitHub Desktop.
Download ZIP
Run multiple models
Raw
multiple_models.sh
#!/bin/bash
echo "Submit NB with CountVectorizer"
venv/bin/python multiple_models.py --run_name "naivebayes" --exp_name "sentiment_comparison" --model "naivebayes" --vectorizer "countvectorizer"
echo "Submit NB with TFIDF"
venv/bin/python multiple_models.py --run_name "naivebayes_tfidf" --exp_name "sentiment_comparison" --model "naivebayes" --vectorizer "tfidf"
echo "Submit LogReg with CountVectorizer"
venv/bin/python multiple_models.py --run_name "logreg" --exp_name "sentiment_comparison" --model "logreg" --vectorizer "countvectorizer"
echo "Submit LogReg with TFIDF"
venv/bin/python multiple_models.py --run_name "logreg_tfidf" --exp_name "sentiment_comparison" --model "logreg" --vectorizer "tfidf"
echo "Submit RF with CountVectorizer"
venv/bin/python multiple_models.py --run_name "randomforest" --exp_name "sentiment_comparison" --model "randomforest" --vectorizer "countvectorizer"
echo "Submit RF with TFIDF"
venv/bin/python multiple_models.py --run_name "randomforest_tfidf" --exp_name "sentiment_comparison" --model "randomforest" --vectorizer "tfidf"
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment