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Clearing all output from journal.

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Alex Huddleston 2017-12-01 20:23:13 +00:00
parent ff8986e103
commit cbe25bf899
1 changed files with 12 additions and 65 deletions
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77
neural_network.ipynb
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@ -2,17 +2,11 @@
"cells": [
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Using TensorFlow backend.\n"
]
}
],
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# If you're really new to python this code might be\n",
"# a bit unreadable, but I tried to make it as simple\n",
@ -35,31 +29,11 @@
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"240000\n",
"240\n",
"[[ 0.88203814 0.94907443 0.32403829 ..., 0.55091702 0.10493225\n",
" 0.89821938]\n",
" [ 0.02144088 0.15692337 0.99218119 ..., 0.42989668 0.70931057\n",
" 0.61624769]\n",
" [ 0.24650157 0.68008751 0.65118644 ..., 0.44870335 0.3114548\n",
" 0.63668488]\n",
" ..., \n",
" [ 0.6794534 0.05525846 0.7217934 ..., 0.71333628 0.1438383\n",
" 0.07574106]\n",
" [ 0.11292803 0.19181161 0.89034259 ..., 0.60669516 0.11716027\n",
" 0.76495791]\n",
" [ 0.59152954 0.92534686 0.77183522 ..., 0.61204755 0.84179215\n",
" 0.50034833]]\n"
]
}
],
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"# Generating dummy data so I can understand how to input.\n",
"data = np.random.random((1000,240))\n",
@ -73,36 +47,9 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Epoch 1/5\n",
"1000/1000 [==============================] - 1s 626us/step - loss: 0.0922 - acc: 0.0370\n",
"Epoch 2/5\n",
"1000/1000 [==============================] - 0s 158us/step - loss: 0.0895 - acc: 0.0360\n",
"Epoch 3/5\n",
"1000/1000 [==============================] - 0s 149us/step - loss: 0.0884 - acc: 0.0340\n",
"Epoch 4/5\n",
"1000/1000 [==============================] - 0s 163us/step - loss: 0.0879 - acc: 0.0310\n",
"Epoch 5/5\n",
"1000/1000 [==============================] - 0s 165us/step - loss: 0.0877 - acc: 0.0340\n"
]
},
{
"data": {
"text/plain": [
"<keras.callbacks.History at 0x7f852ccdb320>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"outputs": [],
"source": [
"# Sets up a Sequential model, Sequential is all\n",
"# that should need to be used for this project,\n",