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Autocorrelation time estimation | Dan Foreman-Mackey
| | smerity.com
Monte Carlo methods for improved rendering
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| | austinrochford.com
R² Priors for High-Dimensional Linear Regression and Autoregressive Timeseries in PyMC | Austin Rochford
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| | I recently read the interesting paper The ARR2 prior: flexible predictive prior definition for Bayesian auto-regressions on the arXiv and followed its references to the also fascinating Bayesian Regre
| | erikbern.com
The hacker's guide to uncertainty estimates · Erik Bernhardsson
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| | I made a New Year's resolution: every plot I make during 2018 will contain uncertainty estimates. Nine months in and I have learned a lot, so I put together a summary of some of the most useful methods.
| | wtfleming.github.io
Cats vs Dogs - Part 3 - 99.1% Accuracy - Binary Image Classification with PyTorch and an Ensemble of ResNet Models
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| [AI summary] This post discusses achieving 99.1% accuracy in binary image classification of cats and dogs using an ensemble of ResNet models with PyTorch.