Study materials on Information Theory and its relations with physical systems models. Also some materials on Coding Theory.
This repository is a work in progress. The repo will be updated regularly.
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Statistical Learning, Kernel Methods, Kolomogorov-Arnold Networks
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Deep Learning for solving Image Processing problems and Generative Tasks
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Hypothesis Testing, Estimation of Treatment Effects and Generalized Synthetic Control
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Queueing Networks, Queueing Theory, Reversible Stochastic Processes
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Spectral Analysis, Optimization in Spectral Domain, Spectral Domain Modeling
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Computability, Automata, Logic Systems, Formal Grammars and Theory of Parsing
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Thought Forming, Consciousness, Intelligent Machines, Inference, Logic Systems
This repository uses git Large File Storage feature. In order to download locally the large files (> 1MB) which are maintained by git LFS you will need to install the Git extension for versioning large files: https://git-lfs.com/