Update bot detection model and features

Dockerfile

@@ -0,0 +1,13 @@
+FROM python:3.10-slim
+
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --upgrade pip
+RUN pip install -r requirements.txt
+
+COPY app.py .
+
+EXPOSE 8501
+
+CMD ["streamlit", "run", "app.py", "--server.port=8501", "--server.address=0.0.0.0"]

requirements.txt

@@ -1,6 +1,6 @@
 streamlit==1.53.0
 pandas==2.3.3
-numpy==1.26.4
-scikit-learn==1.4.2
-joblib==1.4.2
+numpy>=2.1.0
+scikit-learn>=1.5.2
+joblib>=1.4.2
 plotly==5.24.1