├── .gitignore ├── README.md ├── brainstorming.md ├── code └── mcmc.py ├── data └── geonet │ ├── auckland_earthquakes.csv │ ├── bop_earthquakes.csv │ ├── canterbury_earthquakes.csv │ ├── fiordland_earthquakes.csv │ ├── geonet_reported_quake_summary.csv │ ├── geonet_reported_quakes.csv │ ├── gisborne_earthquakes.csv │ ├── hawkesbay_earthquakes.csv │ ├── nelson_earthquakes.csv │ ├── otago_earthquakes.csv │ ├── readme.md │ ├── taranaki_earthquakes.csv │ └── wellington_earthquakes.csv └── notebooks ├── tfp_day14_NUTS.ipynb ├── tfp_day15-16_8Schools.ipynb ├── tfp_day_01_distributions.ipynb ├── tfp_day_02_shapes.ipynb ├── tfp_day_03_logprob.ipynb ├── tfp_day_04_note.md ├── tfp_day_05_basic_linear_model.ipynb ├── tfp_day_06_linear_model_with_uncertainties.ipynb ├── tfp_day_07_tensor_performance.ipynb ├── tfp_day_08_probabilistic_layers.ipynb ├── tfp_day_09-12_MCMC.ipynb ├── tfp_day_13_Bayesian_Linear_Regression.ipynb ├── tfp_day_17-18_mixtures_to_hierarchical.ipynb ├── tfp_day_19_VariableIntercepts.ipynb ├── tfp_day_20_GeoNet1.ipynb └── tfp_day_21_geonet_locations.ipynb /.gitignore: -------------------------------------------------------------------------------- 1 | 2 | 3 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nickb-/tensorflow-probability-100days/HEAD/README.md -------------------------------------------------------------------------------- /brainstorming.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nickb-/tensorflow-probability-100days/HEAD/brainstorming.md -------------------------------------------------------------------------------- /code/mcmc.py: -------------------------------------------------------------------------------- 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