boruta_feature_selection.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "cfe73dae-9648-4e4b-82fb-8b43dc9b0a29",
   "metadata": {},
   "source": [
    "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://githubtocolab.com/crunchdao/adialab-notebooks/blob/main/boruta_feature_selection.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "223764a1-3546-4d21-ad13-1e6bf49f17d5",
   "metadata": {},
   "source": [
    "# ![title](data:image/jpeg;base64,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ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDzDUPjL8NtLv73TL7xH5F9p13c2N5B/Y+vS+TdWkz29xF5kOlyQyeXNG6b4pHjfG5HZSGIBU/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAH/C8/hZ/wBDR/5RPEX/AMqKAD/hefws/wCho/8AKJ4i/wDlRQAf8Lz+Fn/Q0f8AlE8Rf/KigA/4Xn8LP+ho/wDKJ4i/+VFAB/wvP4Wf9DR/5RPEX/yooAP+F5/Cz/oaP/KJ4i/+VFAB/wALz+Fn/Q0f+UTxF/8AKigA/wCF5/Cz/oaP/KJ4i/8AlRQAf8Lz+Fn/AENH/lE8Rf8AyooAP+F5/Cz/AKGj/wAoniL/AOVFAB/wvP4Wf9DR/wCUTxF/8qKAD/hefws/6Gj/AMoniL/5UUAH/C8/hZ/0NH/lE8Rf/KigA/4Xn8LP+ho/8oniL/5UUAH/AAvP4Wf9DR/5RPEX/wAqKAD/AIXn8LP+ho/8oniL/wCVFAB/wvP4Wf8AQ0f+UTxF/wDKigA/4Xn8LP8AoaP/ACieIv8A5UUAH/C8/hZ/0NH/AJRPEX/yooAP+F5/Cz/oaP8AyieIv/lRQAf8Lz+Fn/Q0f+UTxF/8qKAD/hefws/6Gj/yieIv/lRQAf8AC8/hZ/0NH/lE8Rf/ACooAP8Ahefws/6Gj/yieIv/AJUUAeiaFruleJdKtdb0S6+26Ze+f9mufIubbzfs1zNaTfubuGC4TZcQSx/vIk3bN6bkZWIBrUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUA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)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "32133101-5601-4d38-815c-379d1e41dc2f",
   "metadata": {},
   "source": [
    "## ADIA Lab Market Prediction Competition - Tutorial Notebook 3"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "263c04d3-46b9-403d-988b-0e7687961a73",
   "metadata": {},
   "source": [
    "The notebook shown here is another version of the basic submission notebook. The method differs in that a feature selection step based on Boruta's method is added before the training step."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cb407a01-8f72-4b91-8bf0-eb4f0e9ec894",
   "metadata": {},
   "source": [
    "## Set up your crunch workspace"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c7f46479-07ce-437f-ad06-879efea006d2",
   "metadata": {},
   "source": [
    "#### STEP 1\n",
    "Run this cell to install the crunch library in your workspace."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8ca55a51-4466-473f-8cf2-37cdedce9b39",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "!pip3 install crunch-cli --upgrade"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "61123f18-324c-423b-a55a-be3c98d85558",
   "metadata": {},
   "source": [
    "#### STEP 2\n",
    "Import the crunch package and instantiate it to be able to access its functionality."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3da4c4ec-dd5c-4ce3-9214-6cb8bd3ac081",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import crunch\n",
    "crunch = crunch.load_notebook(__name__)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4fe503bd-0201-4acb-8132-4f2d5d670d68",
   "metadata": {},
   "source": [
    "#### STEP 3\n",
    "Go to your submit page and copy paste your setup command to access the data https://adialab.crunchdao.com/submit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "104962d6-b92f-4665-b2a8-2656ff8c0c0d",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "%pip install crunch-cli --upgrade\n",
    "!crunch --notebook setup resonant-poincare --token FMt1nrrKy61iFCRoucQxds6brAWMv7OFwleIEO25ShQNJW85DwHMdlzdz7l9DsQb\n",
    "%cd resonant-poincare"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f300e44d-9e75-47d1-873a-e767e30136a4",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import typing\n",
    "import joblib\n",
    "import json\n",
    "from pathlib import Path\n",
    "from sklearn.ensemble import RandomForestRegressor"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4c26b13f-3d77-43b0-bef2-d39693067818",
   "metadata": {},
   "source": [
    "## Feature selection"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b050d77a-d07c-4bfc-b72d-c44fc8c0d864",
   "metadata": {},
   "source": [
    "Feature selection is the process of identifying and selecting a subset of input variables that are most relevant to predict the target variable. A way to apply feature selection to a dataset is Boruta's method. We choose to use RandomForestRegressor to do the feature selection. The method is described as follows:\n",
    "- First, we create the shadow features randomly shuffing existing ones from Xtrain. In this way we obtain a subset of features whose data generating process is purely white (Gaussian) noise. In this notebook, a batch of dates, identifying cross-sectional representation of the system, are preprocessed together. In fact, in this example, the fitness function of the regressor is not compute on a minibatch, but on individual entries of the dataset. In a context in which the fitness is a function of a minibatch, the shadow features can be generated cross-sectionally.\n",
    "- Then, we apply RandomForestRegressor to the dataset composed of both the features of Xtrain and the shadow features. We get an importance score for each feature and for each shadow feature.\n",
    "- Finally, the features of Xtrain with a lower importance score than the maximum one among the shadow features are removed from the dataset.\n",
    "- We iterate until the number of original features in Xtrain converges.\n",
    "\n",
    "The three following functions are used to set up the above method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2dc3023f-7158-44fc-9053-ce9b8c9d976f",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "np.random.seed(42)\n",
    "\n",
    "def get_X_boruta(X_train):\n",
    "    X_shadow = X_train.apply(np.random.permutation)\n",
    "    X_shadow.columns = ['shadow_' + feat for feat in X_train.columns]\n",
    "    X_boruta = pd.concat([X_train, X_shadow], axis=1)\n",
    "    return X_boruta\n",
    "\n",
    "def get_random_bar(X_boruta, y, X_train, model):\n",
    "    model.fit(X_boruta, np.array(y).ravel())\n",
    "    feat_imp_X = model.feature_importances_[:len(X_train.columns)]\n",
    "    feat_imp_shadow = model.feature_importances_[len(X_train.columns):]\n",
    "    hits = feat_imp_X > feat_imp_shadow.max()\n",
    "    return feat_imp_X, feat_imp_shadow, hits\n",
    "\n",
    "def get_relevant_features(X_train, hits):\n",
    "    features = X_train.columns.values\n",
    "    relevant_features = []\n",
    "    for index, value in enumerate(hits):\n",
    "        if value == True:\n",
    "            relevant_features.append(features[index])\n",
    "    return relevant_features"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "05574282-29b1-4529-b6f8-9bc725091458",
   "metadata": {},
   "source": [
    "The two following functions aim to store the names of the selected features in a json file and load it back during the prediction step."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8e24461f-ba83-4d0e-9c4e-89f13085b09c",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def store_list_as_json(data_list, folder_path, file_name):\n",
    "    json_data = json.dumps(data_list)\n",
    "    file_path = folder_path + \"/\" + file_name\n",
    "    with open(file_path, \"w\") as json_file:\n",
    "        json_file.write(json_data)\n",
    "        \n",
    "        \n",
    "def read_json_file(file_path):\n",
    "    with open(file_path, \"r\") as json_file:\n",
    "        json_data = json_file.read()\n",
    "    data_list = json.loads(json_data)\n",
    "    return data_list"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f741b65d-f14d-48fc-a2ff-8bc815cbaff0",
   "metadata": {},
   "source": [
    "## Train and prediction steps"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7c88d6d7-fc12-4af2-a36b-e262cdae20f5",
   "metadata": {},
   "source": [
    "As the dataset contains a huge amount of data, we decided to cut it down to the last 100 dates available in Xtrain. The number of selected dates is represented by the variable n_cut. You are free to change it, but be careful not to exceed the CPU hours assigned to you."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f232cd76-4544-4fef-b111-11d53e671a1a",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def train(X_train: pd.DataFrame, y_train: pd.DataFrame, model_directory_path: str = \"resources\") -> None:\n",
    "    \"\"\"\n",
    "    Do your model training here.\n",
    "    At each retrain this function will have to save an updated version of\n",
    "    the model under the model_directiory_path, as in the example below.\n",
    "    Note: You can use other serialization methods than joblib.dump(), as\n",
    "    long as it matches what reads the model in infer().\n",
    "    \n",
    "    Args:\n",
    "        X_train, y_train: the data to train the model.\n",
    "        model_directory_path: the path to save your updated model\n",
    "    \n",
    "    Returns:\n",
    "        None\n",
    "    \"\"\"\n",
    "    \n",
    "    # Cutting the dataset to the last n_cut dates.\n",
    "    n_cut = 5\n",
    "    \n",
    "    cut_df_X = X_train[X_train['date'] >= int(len(X_train['date'].unique()) - n_cut)]\n",
    "    cut_df_y = y_train[y_train['date'] >= int(len(y_train['date'].unique()) - n_cut)]\n",
    "    \n",
    "    X_train = cut_df_X.drop(columns=['id', 'date'])\n",
    "    y_train = cut_df_y.drop(columns=['id', 'date'])\n",
    "    \n",
    "    \n",
    "    # Feature selection step\n",
    "    model = RandomForestRegressor(n_estimators=30, max_depth=3, n_jobs=30, random_state=42)\n",
    "    \n",
    "    n_iter = 100\n",
    "    n_relevant_features = [len(X_train.columns)]\n",
    "\n",
    "    rel_Xtrain = X_train.copy()\n",
    "\n",
    "    for i in range(1,n_iter+1):\n",
    "        X_boruta = get_X_boruta(rel_Xtrain)\n",
    "        feat_importance_X, feat_importance_shadow, hits = get_random_bar(X_boruta, y_train, rel_Xtrain, model)\n",
    "        relevant_features = get_relevant_features(rel_Xtrain, hits)\n",
    "        n_relevant_features.append(len(relevant_features))\n",
    "        rel_Xtrain = rel_Xtrain.loc[:,relevant_features]\n",
    "        if n_relevant_features[i] == n_relevant_features[i-1]:\n",
    "            break\n",
    "    \n",
    "    relevant_features = rel_Xtrain.columns.to_list()\n",
    "    relevant_features.insert(0, 'date')\n",
    "    relevant_features.insert(0,'id')\n",
    "    \n",
    "    # Saving the selected features in 'resources' file\n",
    "    print(\"saving the selected features\")\n",
    "    folder_path = 'resources'\n",
    "    file_name = 'selected_feat.json'\n",
    "    store_list_as_json(relevant_features, folder_path, file_name)\n",
    "    \n",
    "    # Training the model\n",
    "    print(\"training...\")\n",
    "    model.fit(rel_Xtrain, np.array(y_train).ravel())\n",
    "    print(model)\n",
    "    \n",
    "    # Saving the model in 'resources' file\n",
    "    model_directory_path = 'resources'\n",
    "    model_pathname = Path(model_directory_path) / \"model.joblib\"\n",
    "    print(f\"Saving model in {model_pathname}\")\n",
    "    joblib.dump(model, model_pathname)\n",
    "    \n",
    "\n",
    "    \n",
    "def infer(X_test: pd.DataFrame,\n",
    "          model_directory_path: str = \"resources\") -> pd.DataFrame:\n",
    "    \"\"\"\n",
    "    Do your inference here.\n",
    "    This function will load the model saved at the previous iteration and use\n",
    "    it to produce your inference on the current date.\n",
    "    It is mandatory to send your inferences with the ids so the system\n",
    "    can match it correctly.\n",
    "    \n",
    "    Args:\n",
    "        model_directory_path: the path to the directory to the directory in wich we will be saving your updated model.\n",
    "        X_test: the independant  variables of the current date passed to your model.\n",
    "\n",
    "    Returns:\n",
    "        A dataframe (date, id, value) with the inferences of your model for the current date.\n",
    "    \"\"\"\n",
    "    \n",
    "    # Loading the selected features\n",
    "    file_path = \"resources/selected_feat.json\"\n",
    "    selected_features = read_json_file(file_path)\n",
    "    \n",
    "    # Loading the model saved by the train function at previous iteration\n",
    "    model = joblib.load(Path(model_directory_path) / \"model.joblib\")\n",
    "    \n",
    "    # Creating the predicted label dataframe with correct dates and ids\n",
    "    X_test = X_test[selected_features]\n",
    "    y_test_predicted = X_test[[\"date\", \"id\"]].copy()\n",
    "    y_test_predicted[\"value\"] = model.predict(X_test.iloc[:, 2:])\n",
    "\n",
    "    return y_test_predicted"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8e33d4a5-ccf2-4385-b85a-3b112bbaac96",
   "metadata": {},
   "source": [
    "## Testing your model locally\n",
    "\n",
    "This last part of the notebook is not necessary for the submission but only for you, to analyze your model."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ca563aec-b523-4128-8e04-6f233be06c03",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "from scipy.stats import spearmanr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "10c50d71-d0e6-441a-b498-83922eca3182",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Getting the data\n",
    "X_train, y_train, X_test = crunch.load_data()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "72111597-1f38-45ae-a258-f6f6f97ed5f0",
   "metadata": {},
   "source": [
    "To have a preliminary assessment of our solution above we need to create train and test data:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b89e1fd-069d-4ced-9c0c-ec8895b3c64e",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def temporal_train_test_split(X_train_loc, y_train_loc, test_size=0.2):\n",
    "    unique_dates = X_train_loc.date.unique()\n",
    "    split_date = unique_dates[int(len(unique_dates)*(1-test_size))]\n",
    "    X_train_local = X_train_loc[X_train_loc['date'] <= split_date]\n",
    "    X_test_local = X_train_loc[X_train_loc['date'] > split_date]\n",
    "    \n",
    "    y_train_local = y_train_loc[y_train_loc['date'] <= split_date]\n",
    "    y_test_local = y_train_loc[y_train_loc['date'] > split_date]\n",
    "    \n",
    "    return X_train_local, X_test_local, y_train_local, y_test_local"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "da1bc7a6-9b5e-48d0-a023-c01652fa3d0a",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "print(\"Splitting (X_train, y_train) in X_train_local, X_test_local, y_train_local, y_test_local\")\n",
    "X_train_local, X_test_local, y_train_local, y_test_local = temporal_train_test_split(\n",
    "    X_train,\n",
    "    y_train,\n",
    "    test_size=0.2,)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2bc98759-18d8-4c5f-83b0-1f06d7636d76",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Training. It may take a few minutes.\n",
    "train(X_train_local, y_train_local)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d5097167-4a46-4dc3-8f06-894078d4e02b",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(\"Inference\")\n",
    "y_test_local_pred = infer(X_test_local, model_directory_path=\"resources\")\n",
    "score = spearmanr(y_test_local[\"y\"], y_test_local_pred[\"value\"])[0] * 100\n",
    "print(f\"Spearman's correlation {score}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "68d5046f-2f67-4c80-84b0-c9c065123c5e",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Testing your submission **locally**\n",
    "\n",
    "This function of the crunch package will run your code locally, in the same way in which the function is called in the cloud (ie: one date at a time). If it runs without problem, it is highly likely that there won't be problems when executing it on the CrunchDAO's system, on the cloud.\n",
    "\n",
    "You can setup the a retraining frequency as you which. A train frequency of 2 means that the system will retrain your model every two dates.\n",
    "\n",
    "`force_first_train=True` means that your model will be trained on the first date of the test set."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5dc05ac5-19c8-4e64-8f4f-db54af556352",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(\"Remove unused data to release memory\")\n",
    "del X_train, y_train, X_test, X_train_local, X_test_local, y_train_local, y_test_local"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "659c3781-7555-4bcf-9515-96538a821af3",
   "metadata": {},
   "outputs": [],
   "source": [
    "crunch.test(force_first_train=True, train_frequency=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "80f7bd5f-f5d0-4071-84e7-260b210aefb5",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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