- United Kingdom, Sheffield
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17:29
(UTC +01:00) - in/nazrin-atayeva
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f1-points-predictor
f1-points-predictor PublicBinary classifier predicting whether an F1 driver finishes in the points (top 10). Built with leakage-safe feature engineering, TimeSeriesSplit cross-validation, GridSearchCV, and a Streamlit demo.
Python
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f1-sensor-anomaly-detection
f1-sensor-anomaly-detection PublicMulti-model anomaly detection benchmark on F1 car telemetry — Isolation Forest vs One-Class SVM vs LOF on 16 sensor channels with realistic failure modes
Python
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mnist-cnn-classifier
mnist-cnn-classifier PublicCNN achieving 99.08% accuracy on MNIST with PyTorch — complete ML pipeline with training, evaluation, error analysis, and feature visualization.
Python
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GTSRB-traffic-sign-classifier
GTSRB-traffic-sign-classifier PublicResNet-18 transfer learning on the German Traffic Sign Recognition Benchmark (GTSRB) — 43 classes of real-world traffic signs. Built with PyTorch.
Python
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