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Regression w/ input dependent noise.

Experiments on input-dependent noise regression using Bishop and Qazaz (1997): "Regression with Input-dependent Noise: A Bayesian Treatment"

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dataMisc/ - data for various analyses

code/ - python code

refs/ - references

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bishop_quad_gbf.ipynb - Reproduction of Bishop and Qazaz paper on same type of dataset they use (Sinusoidal $y(x)$, with $x^2$ noise variance. Fitting both $y(x)$ and the log variance with 4 Gaussian basis functions.) (NB: duplicate of code/paper_quad/bishop_quad_gbf.ipynb)

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Experiment with regression with input-dependent noise

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