From 7eb1fc790d551ce0a0919c16af1beb878e7c957e Mon Sep 17 00:00:00 2001 From: Rodrigo Caballero Date: Fri, 12 May 2017 17:30:06 -0500 Subject: [PATCH 1/2] Add machine learning tutorial. The machine learning tutorial showcases how to install, configure, and run a Jupyter notebook on Clear Linux with the MNIST example. Signed-off-by: Rodrigo Caballero --- .../figures/machine-learning-1.png | Bin 0 -> 59146 bytes .../figures/machine-learning-2.png | Bin 0 -> 64847 bytes .../figures/machine-learning-3.png | Bin 0 -> 138787 bytes .../figures/machine-learning-4.png | Bin 0 -> 144022 bytes .../figures/machine-learning-5.png | Bin 0 -> 112741 bytes .../figures/machine-learning-6.png | Bin 0 -> 142108 bytes .../figures/machine-learning-7.png | Bin 0 -> 98156 bytes .../figures/machine-learning-8.png | Bin 0 -> 113287 bytes .../figures/run-cell-button.png | Bin 0 -> 15730 bytes .../machine-learning/machine-learning.rst | 234 ++++++++++++++++++ source/clear-linux/tutorials/tutorials.rst | 1 + 11 files changed, 235 insertions(+) create mode 100644 source/clear-linux/tutorials/machine-learning/figures/machine-learning-1.png create mode 100644 source/clear-linux/tutorials/machine-learning/figures/machine-learning-2.png create mode 100644 source/clear-linux/tutorials/machine-learning/figures/machine-learning-3.png 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all required packages and libraries installed, set up the file structure +for the Jupyter Notebook. + +#. In the :file:`$HOME` directory, create a directory for the Jupyter + Notebooks named :file:`Notebooks`. + + .. code-block:: console + + mkdir Notebooks + +#. Within :file:`Notebooks`, create a directory named :file:`Handwriting`. + + .. code-block:: console + + mkdir Notebooks/Handwriting + +#. Change to the new directory. + + .. code-block:: console + + cd Notebooks/Handwriting + +#. Copy the :file:`MNIST_example.ipynb` file into the :file:`Handwriting` + directory. + + .. note:: + After installing the `machine-learning basic` bundle, you can find the + example code under :file:`/usr/share/docs/MNIST_example.ipynb`. + + +The example code downloads and decompresses the MNIST data directly into the +:file:`./mnist` directory. Alternatively, download the four files directly +from the Yann LeCun’s `MNIST Database website`_ and save them into a +:file:`mnist`directory within the :file:`Handwriting` directory. + +The files needed are: + +* `train-images-idx3-ubyte.gz`_: Training set images (9912422 bytes) + +* `train-labels-idx1-ubyte.gz`_: Training set labels (28881 bytes) + +* `t10k-images-idx3-ubyte.gz`_: Test set images (1648877 bytes) + +* `t10k-labels-idx1-ubyte.gz`_: Test set labels (4542 bytes) + +Run the Jupyter machine learning example code +============================================= + +With |CL|, Jupyter, and TensorFlow installed and configured, we can +run the example code. + +#. Go to the :file:`($HOME)/Notebooks` directory and start Jupyter with the + following commands: + + .. code-block:: console + + cd ~/Notebooks + + jupyter notebook + + The Jupyter server starts and opens a web browser showing the Jupyter file + manager with a list of files in the current directory, see figure 1. + + .. figure:: figures/machine-learning-1.png + :alt: Jupyter file manager + + Figure 1: The Jupyter file manager shows the list of available files. + +#. Click on the :file:`Handwriting` directory. The :file:`MNIST_example.ipynb` + file created earlier should be listed there, see figure 2. + + .. figure:: figures/machine-learning-2.png + :alt: Example file within the Jupyter file manager + + Figure 2: The example file within the Jupyter file manager. + +#. To run the hand writing example, click on the :file:`MNIST_example.ipynb` + file to load the notebook, see figure 3. + + .. figure:: figures/machine-learning-3.png + :alt: The loaded MNIST_example notebook + + Figure 3: The loaded MNIST_example notebook within the Jupyter file + manager. + +#. Click the |run-cell| button to execute the code in the current cell and + move to the next. + +#. Select the :guilabel:`In [2]` cell and click the |run-cell| button to load + the MNIST data. The successful output is shown on figure 4. + + .. figure:: figures/machine-learning-4.png + :alt: Successful import of MNIST data + + Figure 4: Output after successfully importing the MNIST data. + + + After the MNIST data was successfully downloaded and extracted into the + :file:`mnist` directory within the :file:`($HOME)/Notebooks/Handwriting` + directory, four .gz files are present and the four data sets were created: + `trainX`, `trainY`, `testX` and `testY`. + +#. To inspect the imported data, the function in :guilabel:`In [3]` first + instructs Jupyter to reshape the data into an array of 28 x 28 images and to + plot the area in a 28 x 28 grid. Click the |run-cell| button twice to show + the first two digits in the `trainX` dataset, see figure 5. + + .. figure:: figures/machine-learning-5.png + :alt: Function to reshape data. + + Figure 5: A function reshapes the data and displays the first two + digits in the `trainX` dataset. + +#. The :guilabel:`In [4]` cell defines the neural network. It provides the + inputs, defines the hidden layers, runs the training model, and sets up + the output layer, see figure 6. Click the |run-cell| button four times to + perform these operations. + + .. figure:: figures/machine-learning-6.png + :alt: Defining, building and training the neural network model + + Figure 6: Defining, building and training the neural network model. + +#. To test the accuracy of the prediction the system makes, select the + :guilabel:`In [8]` cell and click the |run-cell| button. In this example, + the number 6 was predicted with a 99% accuracy, see figure 7. + + .. figure:: figures/machine-learning-7.png + :alt: Prediction example + + Figure 7: The system predicts a number providing the accuracy of the + prediction. + + .. note:: + + To retest the accuracy of a random data point's prediction, run the + cell :guilabel:`In [8]` again. It will take another random data point + and predict its value. + +#. To check the accuracy for the whole dataset, select the :guilabel:`In [10]` + cell and click the |run-cell| button. Our example's accuracy is + calculated as 97.17%, see figure 8. + + .. figure:: figures/machine-learning-8.png + :alt: System's accuracy + + Figure 8: The system's accuracy for the entire data set. + +For more in-depth and detailed information on the model used and the +mathematics it entails, visit the TensorFlow tutorials +`TensorFlow MNIST beginners demo`_ and `TensorFlow MNIST pros demo`_. + +**Congratulations!** + +You have successfully installed a Jupyter kernel on |CL|. Furthermore, you +trained a neural network to successfully predict the values contained in a +data set of hand-written number images. + +Additional resources +==================== + +* `MNIST Database website`_ +* `TensorFlow MNIST beginners demo`_ +* `TensorFlow MNIST pros demo`_ +* `Jupyter main website`_ +* `Jupyter documentation`_ +* `MNIST at Wikipedia`_ + +.. _MNIST Database website: + http://yann.lecun.com/exdb/mnist/ + +.. _train-images-idx3-ubyte.gz: + http://yann.lecun.com/exdb/mnist/train-images-idx3-ubyte.gz + +.. _train-labels-idx1-ubyte.gz: + http://yann.lecun.com/exdb/mnist/train-labels-idx1-ubyte.gz + +.. _t10k-images-idx3-ubyte.gz: + http://yann.lecun.com/exdb/mnist/t10k-images-idx3-ubyte.gz + +.. _t10k-labels-idx1-ubyte.gz: + http://yann.lecun.com/exdb/mnist/t10k-labels-idx1-ubyte.gz + +.. _Jupyter main website: http://jupyter.org/ + +.. _Jupyter documentation:  https://jupyter.readthedocs.io/en/latest/index.html + +.. _TensorFlow MNIST beginners demo: + https://www.tensorflow.org/get_started/mnist/beginners + +.. _TensorFlow MNIST pros demo: + https://www.tensorflow.org/get_started/mnist/pros + +.. _MNIST at Wikipedia: + https://en.wikipedia.org/wiki/MNIST_database + +.. |run-cell| image:: ./figures/run-cell-button.png diff --git a/source/clear-linux/tutorials/tutorials.rst b/source/clear-linux/tutorials/tutorials.rst index 9ec67f41..27226e92 100644 --- a/source/clear-linux/tutorials/tutorials.rst +++ b/source/clear-linux/tutorials/tutorials.rst @@ -6,5 +6,6 @@ Tutorials wordpress.rst flatpak/flatpak.rst + machine-learning/machine-learning From 4dcfde73eee0f34fec01deaeeff8d54aa7a7019b Mon Sep 17 00:00:00 2001 From: Rodrigo Caballero Date: Tue, 15 Aug 2017 12:40:12 -0500 Subject: [PATCH 2/2] Update the path of the code example. Signed-off-by: Rodrigo Caballero --- .../tutorials/machine-learning/machine-learning.rst | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/source/clear-linux/tutorials/machine-learning/machine-learning.rst b/source/clear-linux/tutorials/machine-learning/machine-learning.rst index d7cd2f92..a1aff29e 100644 --- a/source/clear-linux/tutorials/machine-learning/machine-learning.rst +++ b/source/clear-linux/tutorials/machine-learning/machine-learning.rst @@ -62,13 +62,14 @@ for the Jupyter Notebook. .. note:: After installing the `machine-learning basic` bundle, you can find the - example code under :file:`/usr/share/docs/MNIST_example.ipynb`. + example code under + :file:`/usr/share/doc/tensorflow/MNIST_example.ipynb`. The example code downloads and decompresses the MNIST data directly into the :file:`./mnist` directory. Alternatively, download the four files directly from the Yann LeCun’s `MNIST Database website`_ and save them into a -:file:`mnist`directory within the :file:`Handwriting` directory. +:file:`mnist` directory within the :file:`Handwriting` directory. The files needed are: