This repository contains mini projects (such as homework).
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Cox process model with gaussian process intensity function in 2-d domain (IPython Notebook).
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Efficient estimation of expected value of partial perfect information using the multilevel Monte Carlo method on a toy example (IPython Notebook). This mini project is for verifying the results of a paper "Decision-making under uncertainty: using MLMC for efficient estimation of EVPPI" (see arxiv).
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Bayesian logistic regression by Renyi divergence (IPython Notebook).
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Numpyによる、feedforward型のニューラルネットワークの実装 (IPython Notebook).
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Calculation of combined resistance of a electrical circuit (IPython Notebook).
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Pagerank algorithm on a toy example (IPython Notebook).