====================================== Centralized Learning – Neural Networks ====================================== Examples of centralized machine learning with neural networks on various datasets. ---- Banknote Dataset ---------------- .. literalinclude:: ../../examples/machine_learning/centralized_learning/banknote_nn_example.py :language: python :linenos: :caption: banknote_nn_example.py ---- Digits Dataset -------------- .. literalinclude:: ../../examples/machine_learning/centralized_learning/digits_nn_example.py :language: python :linenos: :caption: digits_nn_example.py ---- Income Dataset -------------- .. literalinclude:: ../../examples/machine_learning/centralized_learning/income_nn_example.py :language: python :linenos: :caption: income_nn_example.py ---- Iris Dataset ------------ .. literalinclude:: ../../examples/machine_learning/centralized_learning/iris_nn_example.py :language: python :linenos: :caption: iris_nn_example.py ---- MNIST Dataset ------------- .. literalinclude:: ../../examples/machine_learning/centralized_learning/mnist_nn_example.py :language: python :linenos: :caption: mnist_nn_example.py ---- QSAR Dataset ------------ .. literalinclude:: ../../examples/machine_learning/centralized_learning/qsar_nn_example.py :language: python :linenos: :caption: qsar_nn_example.py ---- WDBC Dataset ------------ .. literalinclude:: ../../examples/machine_learning/centralized_learning/wdbc_nn_example.py :language: python :linenos: :caption: wdbc_nn_example.py ---- Wine Dataset ------------ .. literalinclude:: ../../examples/machine_learning/centralized_learning/wine_nn_example.py :language: python :linenos: :caption: wine_nn_example.py