├── .gitignore ├── LICENSE ├── README.md ├── apt.txt ├── lectures ├── .gitkeep ├── L01_introduction.ipynb ├── L02_probability.ipynb ├── L03_probability.ipynb ├── L04_probability.ipynb ├── L05_frequentist.ipynb ├── L06_frequentist.ipynb ├── L07_frequentist.ipynb ├── L08_bayesian.ipynb ├── L09_bayesian.ipynb ├── L10_bayesian.ipynb ├── L11_bayesian.ipynb ├── L12_bayesian.ipynb ├── L13_introduction.ipynb ├── L14_clustering.ipynb ├── L15_dimensionality.ipynb ├── L16_dimensionality.ipynb ├── L17_regression.ipynb ├── L18_regression.ipynb ├── L19_classification.ipynb ├── L20_classification.ipynb ├── L21_deeplearning.ipynb ├── L22_deeplearning.ipynb ├── T01_Mould.pdf ├── T02_Buscicchio.pdf ├── data │ ├── Sesar2010 │ │ ├── table1.tar.gz │ │ ├── table2.dat.gz │ │ └── table3.dat.gz │ └── cruz_all_dist.dat └── extra │ ├── L23_timeseries.ipynb │ └── L24_timeseries.ipynb ├── requirements.txt ├── solutions ├── .gitkeep ├── S01_monty_hall.ipynb ├── S02_pdfofthelog.ipynb ├── S03_cubegaussianintegral.ipynb ├── S04_horsekicks.ipynb ├── S05_cloningquasars.ipynb ├── S06_mockquasarposition.ipynb ├── S07_irreduciblemass.ipynb ├── S08_cloudyorsunny.ipynb ├── S09_transient1.ipynb ├── S10_transient2.ipynb ├── S11_formationchannels.ipynb ├── S12_handwriting.ipynb ├── S13_gammaraybursts.ipynb ├── S14_noisydetector.ipynb ├── S15_supernovae1.ipynb ├── S16_supernovae2.ipynb ├── S17_galaxyquasar1.ipynb ├── S18_SNRclassifier.ipynb ├── S19_tensorflowplayground.ipynb ├── S20_galaxyquasar2.ipynb ├── formationchannels.npy ├── galaxyquasar.csv ├── noisydetector.npy └── transient.npy └── working └── .gitkeep /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | .ipynb_checkpoints -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 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