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Machine-Learning-Methods-for-Information-Transfer-Quantification.pdf		Machine-Learning-Methods-for-Information-Transfer-Quantification.pdf
README.md		README.md
code.ipynb		code.ipynb

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Machine-Learning-Methods-for-Information-Transfer-Quantification

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Code and dissertation for my project on machine learning methods for mutual information estimation in time-dependent biological systems. Compares SLEMI, decoding-based estimation, MINE and vector copula estimation on synthetic AR(1) data with Gaussian and Student-t innovations.

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