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"metadata": {},
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"outputs": [],
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"source": [
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"# witzit --- What In The Zap Is That? AI categorization of spectra from SciAps LIBS/XRF analyzers\n",
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"# Prediction Application\n",
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"# witzit-train --- What In The Zap Is That? AI categorization of spectra from LIBS/XRF analyzers.\n",
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"#\n",
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"# Copyright (C) 2019-2022, Jeff Moe\n",
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"#\n",
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"# This program is free software: you can redistribute it and/or modify\n",
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"# it under the terms of the GNU General Public License as published by\n",
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"# the Free Software Foundation, either version 3 of the License, or\n",
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"# (at your option) any later version.\n",
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"#\n",
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"# This program is distributed in the hope that it will be useful,\n",
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"# but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
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"# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n",
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"# GNU General Public License for more details.\n",
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"#\n",
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"# You should have received a copy of the GNU General Public License\n",
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"# along with this program. If not, see <http://www.gnu.org/licenses/>.\n",
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"#\n",
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"# Training Application.\n",
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"# https://spacecruft.org/spacecruft/witzit\n",
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"#\n",
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"# Based on data/train and data/val directories builds a wut.h5 file.\n",
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"# Reads wut.h5 and tests files in data/test/unvetted/"
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"# Process data/train and data/val directories builds a wut.h5 file.\n",
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"# Reads wut.h5 and tests files in data/test/unvetted/\n",
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"#\n",
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"# Based on wut?\n",
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"# https://spacecruft.org/spacecruft/satnogs-wut"
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]
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},
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{
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@ -6,13 +6,30 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"# witzit-train --- What In The Zap Is That? AI categorization of spectra from SciAps LIBS/XRF analyzers.\n",
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"# witzit-train --- What In The Zap Is That? AI categorization of spectra from LIBS/XRF analyzers.\n",
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"#\n",
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"# Copyright (C) 2019-2022, Jeff Moe\n",
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"#\n",
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"# This program is free software: you can redistribute it and/or modify\n",
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"# it under the terms of the GNU General Public License as published by\n",
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"# the Free Software Foundation, either version 3 of the License, or\n",
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"# (at your option) any later version.\n",
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"#\n",
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"# This program is distributed in the hope that it will be useful,\n",
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"# but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
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"# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n",
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"# GNU General Public License for more details.\n",
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"#\n",
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"# You should have received a copy of the GNU General Public License\n",
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"# along with this program. If not, see <http://www.gnu.org/licenses/>.\n",
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"#\n",
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"# Training Application.\n",
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"#\n",
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"# https://spacecruft.org/spacecruft/witzit\n",
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"# Based on data/train and data/val directories builds a wut.h5 file.\n",
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"#\n",
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"# GPLv3+"
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"# Process data/train and data/val directories builds a witzit.h5 file.\n",
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"#\n",
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"# Based on wut?\n",
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"# https://spacecruft.org/spacecruft/satnogs-wut"
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]
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},
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{
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@ -6,43 +6,27 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"# witzit --- What In The Zap Is That? AI categorization of spectra from SciAps LIBS/XRF analyzers\n",
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"# witzit --- What In The Zap Is That? AI categorization of spectra from LIBS/XRF analyzers\n",
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"#\n",
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"# https://spacecruft.org/spacecruft/witzit"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# GPLv3+"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Built using Jupyter, Tensorflow, Keras"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Other data to consider adding:\n",
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"# * JSON metadata\n",
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"# * TLE\n",
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"# * Audio File (ogg)\n",
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"# https://www.tensorflow.org/io/api_docs/python/tfio/ffmpeg/AudioDataset\n",
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"# * Decoded Data (HEX, ASCII, PNG)\n",
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"# Data from external sources to consider adding:\n",
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"# * Weather"
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"# Copyright (C) 2019-2022, Jeff Moe\n",
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"#\n",
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"# This program is free software: you can redistribute it and/or modify\n",
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"# it under the terms of the GNU General Public License as published by\n",
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"# the Free Software Foundation, either version 3 of the License, or\n",
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"# (at your option) any later version.\n",
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"#\n",
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"# This program is distributed in the hope that it will be useful,\n",
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"# but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
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"# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n",
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"# GNU General Public License for more details.\n",
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"#\n",
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"# You should have received a copy of the GNU General Public License\n",
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"# along with this program. If not, see <http://www.gnu.org/licenses/>.\n",
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"#\n",
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"# https://spacecruft.org/spacecruft/witzit\n",
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"#\n",
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"# Based on wut?\n",
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"# https://spacecruft.org/spacecruft/satnogs-wut"
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]
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},
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{
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