├── .gitignore ├── LICENSE ├── README.md ├── breakouts ├── autodiff │ ├── TensorflowAndAutoGrad.ipynb │ └── forward-diff-from-scratch-julia.ipynb └── gaussian_process │ ├── 2D image inpainting using Gaussian Process.ipynb │ └── GaussianProcessTasteTest.ipynb ├── day1-tbd └── README.md ├── day2-machine-learning ├── README.md └── machine-learning-on-SDSS.ipynb ├── day3-bayes ├── Bayes_aug31.pdf ├── ProblemsforAstroHackBayesianDataAnalysis.pdf └── README.md ├── day4-optimization ├── README.md ├── Rosenbrock.ipynb ├── optimization-concepts.svg └── optimization-grigor.pdf ├── day4-sampling ├── README.md ├── Solutions.ipynb ├── Worksheet.ipynb ├── data.txt └── make_data.py └── notebook-tutorial ├── .gitignore ├── README.md ├── data ├── coal_prod_2008.csv ├── coal_prod_2009.csv ├── coal_prod_2010.csv ├── coal_prod_2011.csv ├── coal_prod_2012.csv ├── coal_prod_cleaned.csv ├── coal_prod_cleaned.csv.zip └── mps.csv ├── notebooks ├── 00-Overview.ipynb ├── 01-Tips-and-tricks.ipynb ├── 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