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Update Toy Demo Examples - Three SPC Methods.ipynb
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docs/Workshop/202310-UNCC/Toy Demo Examples - Three SPC Methods.ipynb

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"metadata": {
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"id": "q8jByS7g4Ohh"
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},
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"execution_count": 4,
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"execution_count": null,
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"outputs": []
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"execution_count": null,
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/",
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"id": "sKP3tCvgHUl_",
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"outputId": "af54db86-bdc1-4e1f-a3df-c3a227bf56d3"
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},
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"execution_count": 7,
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"execution_count": null,
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"outputs": [
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{
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"output_type": "display_data",
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"id": "JPjpU3dczCTr",
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"outputId": "85cfe44c-48a9-426b-c7ca-5c93f3a171c5"
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},
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"execution_count": 8,
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"execution_count": null,
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"outputs": [
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{
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"output_type": "display_data",
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{
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"cell_type": "code",
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"source": [
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"lower, upper = scp_crqr(base_model, x_cal.reshape(-1,1), y_cal.reshape(-1,1), x_test.reshape(-1,1), alpha=0.1)\n",
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"lower, upper = scp_crqr(base_model, x_cal.reshape(-1, 1), y_cal.reshape(-1, 1), x_test.reshape(-1, 1), alpha=0.1)\n",
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"coverage = (upper - y_test >= 0) & (lower - y_test <= 0)\n",
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"\n",
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"plt.figure(figsize=(7, 5))\n",
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"id": "uaHGrakqzcxM",
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"outputId": "21d6422d-94f2-45f3-db5d-947d9789302f"
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},
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"execution_count": 9,
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"execution_count": null,
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"outputs": [
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{
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"output_type": "display_data",

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