├── 01_linear_regression ├── 01_linear_regression.ipynb ├── 01_linear_regression_solution.zip └── plotting_helpers.py ├── 02_laplace_approximation ├── 02_laplace_approximation.ipynb ├── 02_laplace_approximation_solution.zip └── plotting_helpers.py ├── 03_variational_inference ├── 03_variational_inference.ipynb ├── 03_variational_inference_solution.zip └── plotting_helpers.py ├── 04_bayesian_neural_networks ├── 04_bayesian_neural_networks.ipynb ├── 04_bayesian_neural_networks_solution.zip └── plotting_helpers.py └── README.md /01_linear_regression/01_linear_regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/01_linear_regression/01_linear_regression.ipynb -------------------------------------------------------------------------------- /01_linear_regression/01_linear_regression_solution.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/01_linear_regression/01_linear_regression_solution.zip -------------------------------------------------------------------------------- /01_linear_regression/plotting_helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/01_linear_regression/plotting_helpers.py -------------------------------------------------------------------------------- /02_laplace_approximation/02_laplace_approximation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/02_laplace_approximation/02_laplace_approximation.ipynb -------------------------------------------------------------------------------- /02_laplace_approximation/02_laplace_approximation_solution.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/02_laplace_approximation/02_laplace_approximation_solution.zip -------------------------------------------------------------------------------- /02_laplace_approximation/plotting_helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/02_laplace_approximation/plotting_helpers.py -------------------------------------------------------------------------------- /03_variational_inference/03_variational_inference.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/03_variational_inference/03_variational_inference.ipynb -------------------------------------------------------------------------------- /03_variational_inference/03_variational_inference_solution.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/03_variational_inference/03_variational_inference_solution.zip -------------------------------------------------------------------------------- /03_variational_inference/plotting_helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/03_variational_inference/plotting_helpers.py -------------------------------------------------------------------------------- /04_bayesian_neural_networks/04_bayesian_neural_networks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/04_bayesian_neural_networks/04_bayesian_neural_networks.ipynb -------------------------------------------------------------------------------- /04_bayesian_neural_networks/04_bayesian_neural_networks_solution.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/04_bayesian_neural_networks/04_bayesian_neural_networks_solution.zip -------------------------------------------------------------------------------- /04_bayesian_neural_networks/plotting_helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/04_bayesian_neural_networks/plotting_helpers.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/didriknielsen/ds3_abi_exercises/HEAD/README.md --------------------------------------------------------------------------------