<commit_before>{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Training a convolutional neural net to predict Absolute Magnitude by DR14 APOGEE_Distances Value Added Catalogue using astroNN"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*  **<NAME>** - Astronomy Undergraduate, University of Toronto - henrysky\n",
    "* Project advisor: **<NAME>** - Professor, Department of Astronomy and Astrophysics, University of Toronto - jobovy\n",
    "*  Contact Henry: henrysky.leung [at] mail.utoronto.ca\n",
    "* This tutorial is created on 10/Feb/2018 with Keras 2.1.3, Tensorflow 1.6.0, Nvidia CuDNN 7.0 for CUDA 9.0 (Optional), Python 3.6.3 Win10 x64\n",
    "* Since astroNN is still in active development, this tutorial is creacted with the following astroNN commit to ensure the reproducibility: https://github.com/henrysky/astroNN/tree/53f0a5ce5025a9830d3ae1d659792a82b1f38665"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* astroNN github: https://github.com/henrysky/astroNN\n",
    "\n",
    "* astroNN documentation: http://astronn.readthedocs.io/"
   ]
  },<commit_msg>update version number of apogee_distance<commit_after>{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Training a convolutional neural net to predict Absolute Magnitude by DR14 APOGEE_Distances Value Added Catalogue using astroNN"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "*  **<NAME>** - Astronomy Undergraduate, University of Toronto - henrysky\n",
    "* Project advisor: **<NAME>** - Professor, Department of Astronomy and Astrophysics, University of Toronto - jobovy\n",
    "*  Contact Henry: henrysky.leung [at] mail.utoronto.ca\n",
    "* This tutorial is created on 10/Feb/2018 with Keras 2.1.3, Tensorflow 1.6.0, Nvidia CuDNN 7.0 for CUDA 9.0 (Optional), Python 3.6.3 Win10 x64\n",
    "* Since astroNN is still in active development, this tutorial is creacted with the following astroNN 0.9.1 Alpha"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* astroNN github: https://github.com/henrysky/astroNN\n",
    "\n",
    "* astroNN documentation: http://astronn.readthedocs.io/"
   ]
  },
{'fraction_non_alphanumeric': 0.1458424031345233, 'fraction_numerical': 0.035263387026556375, 'mean_word_length': 3.453488372093023, 'pattern_counts': {'":': 20, '<': 7, '<?xml version=': 0, '>': 7, 'https://': 3, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '256301', 'n_tokens_mistral': 846, 'n_tokens_neox': 778, 'n_words': 212}