https://anwarshamim01.github.io/Sang_e_Mehrab/tags/state-space-models/Recent content in State Space Models on Sange MehrabHugoen-usFri, 01 May 2026 00:00:00 +0000https://anwarshamim01.github.io/Sang_e_Mehrab/courses/course/chapter-01/section-05/Fri, 01 May 2026 00:00:00 +0000https://anwarshamim01.github.io/Sang_e_Mehrab/courses/course/chapter-01/section-05/A beginner-to-advanced mathematical introduction to time-series machine learning and deep learning, covering classical forecasting, stochastic processes, spectral analysis, supervised time-series learning, recurrent neural networks, LSTMs, GRUs, temporal convolutional networks, transformers, PatchTST, iTransformer, TimesNet, TimeMixer, state-space models, S4, Mamba, DeepAR, N-BEATS, N-HiTS, Temporal Fusion Transformers, diffusion-based forecasting, neural ODEs, neural CDEs, foundation models, probabilistic losses, conformal prediction, anomaly detection, classification, and imputation.