Text Classification
Text classification is the task of assigning a label or category to a piece of text, such as an email, document, or sentence. In Natural Language Processing, text classification leverages machine learning models to automatically categorize text content.
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apt update && apt install python3 python3.10-venv python3-pip -y
mkdir text_classification_lab
cd text_classification_lab
python3 -m venv venv
source venv/bin/activate
cat > requirements.txt<<EOF
tensorflow==2.18.0
pandas==2.2.3
numpy==2.0.2
scikit-learn==1.6.1
matplotlib==3.10.0
EOF
pip install -r requirements.txt
mkdir -p data/{train,test} models results