Strip ROS2/Docker infrastructure, restructure as standalone Python library#3
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…ython-only codebase Co-authored-by: jondave <6209386+jondave@users.noreply.github.com>
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[WIP] Remove ROS and Docker files from repository
Strip ROS2/Docker infrastructure, restructure as standalone Python library
Jan 30, 2026
- Implemented `record_features.py` to record /cmd_vel, /odom, and /imu topics, compute sliding-window features, and save them to a .npz file. - Created `svdd_model.py` as a wrapper for OneClassSVM to facilitate SVDD-based anomaly detection, including methods for fitting, predicting, and saving/loading the model. - Developed `train.py` script for training the SVDD model using CSV data, extracting features, and saving the trained model and scaler along with recommended thresholds.
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Converts ROS2 package to standalone Python library containing three SVDD anomaly detection methods.
Changes
Removed infrastructure:
Restructured to root level:
Updated:
Net: -2,097 lines of infrastructure, kept 14 Python scripts + 4 model/data files organized by method.
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