diff --git a/.ipynb_checkpoints/run_network-checkpoint.ipynb b/.ipynb_checkpoints/run_network-checkpoint.ipynb new file mode 100644 index 0000000..2fd6442 --- /dev/null +++ b/.ipynb_checkpoints/run_network-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/run_network.ipynb b/run_network.ipynb new file mode 100644 index 0000000..9b6ff6f --- /dev/null +++ b/run_network.ipynb @@ -0,0 +1,104 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import mnist_loader\n", + "training_data, validation_data, test_data = mnist_loader.load_data_wrapper()" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import network\n", + "net = network.Network([784, 30, 10])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 0 : 9059 / 10000\n", + "Epoch 1 : 9177 / 10000\n", + "Epoch 2 : 9248 / 10000\n", + "Epoch 3 : 9312 / 10000\n", + "Epoch 4 : 9285 / 10000\n", + "Epoch 5 : 9320 / 10000\n", + "Epoch 6 : 9389 / 10000\n", + "Epoch 7 : 9400 / 10000\n", + "Epoch 8 : 9382 / 10000\n", + "Epoch 9 : 9378 / 10000\n", + "Epoch 10 : 9416 / 10000\n", + "Epoch 11 : 9377 / 10000\n", + "Epoch 12 : 9394 / 10000\n", + "Epoch 13 : 9390 / 10000\n", + "Epoch 14 : 9356 / 10000\n", + "Epoch 15 : 9431 / 10000\n", + "Epoch 16 : 9463 / 10000\n", + "Epoch 17 : 9430 / 10000\n", + "Epoch 18 : 9420 / 10000\n", + "Epoch 19 : 9445 / 10000\n", + "Epoch 20 : 9444 / 10000\n", + "Epoch 21 : 9456 / 10000\n", + "Epoch 22 : 9460 / 10000\n", + "Epoch 23 : 9450 / 10000\n", + "Epoch 24 : 9449 / 10000\n", + "Epoch 25 : 9477 / 10000\n", + "Epoch 26 : 9472 / 10000\n", + "Epoch 27 : 9458 / 10000\n", + "Epoch 28 : 9468 / 10000\n", + "Epoch 29 : 9431 / 10000\n" + ] + } + ], + "source": [ + "net.SGD(training_data, 30, 10, 10.0, test_data=test_data)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}