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.