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scikit-learn
7,200 samples
15 ML Scripts
AI/ML Lab Terminal
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AI/ML Commands

Advanced ML (Real Training)

python3 /opt/aiml-labs/advanced_anomaly_detection.py
Isolation Forest & One-Class SVM - 96% accuracy
python3 /opt/aiml-labs/advanced_traffic_prediction.py
Random Forest, Gradient Boosting, Ridge comparison
python3 /opt/aiml-labs/handover_optimization.py
ML handover decision prediction - 97% accuracy
python3 /opt/aiml-labs/slice_analytics.py
eMBB/URLLC/mMTC SLA compliance prediction
python3 /opt/aiml-labs/qoe_prediction.py
QoE prediction from network KPIs
python3 /opt/aiml-labs/capacity_planning.py
Load forecasting & capacity planning
python3 /opt/aiml-labs/rca_troubleshooting.py
Root cause analysis - 98% accuracy

Basic ML Demos

python3 /opt/aiml-labs/traffic-prediction.py
Basic traffic prediction demo
python3 /opt/aiml-labs/anomaly-detection.py
Basic anomaly detection demo
python3 /opt/aiml-labs/kpi-prediction.py
KPI forecasting demo
python3 /opt/aiml-labs/son-optimization.py
SON optimization demo
python3 /opt/aiml-labs/nwdaf-demo.py
5G NWDAF analytics demo

Data Tools

python3 /opt/aiml-labs/generate_network_data.py
Generate 7,200 sample dataset
python3 /opt/aiml-labs/data-preprocessing.py
Data cleaning utilities
head -30 /opt/aiml-labs/data/network_kpi_data.csv
View dataset
ls -la /opt/aiml-labs/
List all scripts
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