A_Tour_of_TensorFlow_Probability.ipynb | 939.5 KB | |
Bayesian_Gaussian_Mixture_Model.ipynb | 36.1 KB | |
Bayesian_Switchpoint_Analysis.ipynb | 288.1 KB | |
Distributed_Inference_with_JAX.ipynb | 462.1 KB | |
Eight_Schools.ipynb | 542.9 KB | |
Estimating_COVID_19_in_11_European_countries.ipynb | 5.3 MB | |
FFJORD_Demo.ipynb | 245 KB | |
Factorial_Mixture.ipynb | 93.2 KB | |
Fitting_DPMM_Using_pSGLD.ipynb | 522 KB | |
Gaussian_Copula.ipynb | 941.2 KB | |
Gaussian_Process_Latent_Variable_Model.ipynb | 437.1 KB | |
Gaussian_Process_Regression_In_TFP.ipynb | 277.2 KB | |
Generalized_Linear_Models.ipynb | 105.7 KB | |
HLM_TFP_R_Stan.ipynb | 926.3 KB | |
JointDistributionAutoBatched_A_Gentle_Tutorial.ipynb | 59.3 KB | |
Learnable_Distributions_Zoo.ipynb | 18.7 KB | |
Linear_Mixed_Effects_Model_Variational_Inference.ipynb | 728.2 KB | |
Linear_Mixed_Effects_Models.ipynb | 470.5 KB | |
Modeling_with_JointDistribution.ipynb | 4.8 MB | |
Multilevel_Modeling_Primer.ipynb | 1.2 MB | |
Multiple_changepoint_detection_and_Bayesian_model_selection.ipynb | 397.4 KB | |
Optimizers_in_TensorFlow_Probability.ipynb | 29.3 KB | |
Probabilistic_Layers_Regression.ipynb | 184.3 KB | |
Probabilistic_Layers_VAE.ipynb | 54.4 KB | |
Probabilistic_PCA.ipynb | 107.1 KB | |
STS_approximate_inference_for_models_with_non_Gaussian_observations.ipynb | 285.1 KB | |
Structural_Time_Series_Modeling_Case_Studies_Atmospheric_CO2_and_Electricity_Demand.ipynb | 2.2 MB | |
Structural_Time_Series_Modeling_Case_Studies_Atmospheric_CO2_and_Electricity_Demand_JAX.ipynb | 2.2 MB | |
TFP_Release_Notebook_0_11_0.ipynb | 1.6 MB | |
TFP_Release_Notebook_0_12_1.ipynb | 741.4 KB | |
TFP_Release_Notebook_0_13_0.ipynb | 216 KB | |
TensorFlow_Distributions_Tutorial.ipynb | 63.3 KB | |
TensorFlow_Probability_Case_Study_Covariance_Estimation.ipynb | 516.1 KB | |
TensorFlow_Probability_on_JAX.ipynb | 492.8 KB | |
Understanding_TensorFlow_Distributions_Shapes.ipynb | 60.7 KB | |
Undocumented_Infection_and_the_Dissemination_of_SARS-CoV2.ipynb | 357.8 KB | |