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Machine Learning 2022 Skoltech

Homeworks and Final project on a Skoltech course Machine Learning 2022. Full syllabus

HW1 Basic NumPy and plotting. Gradient Boosting algos.

HW2.1 Feature selection, multi-class classification and Stacking.

HW2.2 Neural Networks with NumPy and PyTorch, image recognition.

HW3 Gaussian Process, Dimensionality reduction and Anomaly detection.

FinalProject Anomaly detection using self-supervised point clouds.

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