add images as zip

BFDqt · Jun 4, 2023 · 01fb83f · 01fb83f
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diff --git a/.DS_Store b/.DS_Store
diff --git a/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/.ipynb_checkpoints/Untitled-checkpoint.ipynb
diff --git a/Untitled.ipynb b/Untitled.ipynb
diff --git a/biomedia-notebooks-0-intro/.DS_Store b/biomedia-notebooks-0-intro/.DS_Store
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_00_read_image-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_00_read_image-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_01_dicom-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_01_dicom-checkpoint.ipynb
diff --git a/...ia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_02_image_contrast-checkpoint.ipynb b/...ia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_02_image_contrast-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_03_threshold-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_03_threshold-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_04_erosion-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_04_erosion-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_05_dilation-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_05_dilation-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_06_opening-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_06_opening-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_07-closing-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/biomedia_intro_07-closing-checkpoint.ipynb
diff --git a/...ia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_00_read_image-checkpoint.ipynb b/...ia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_00_read_image-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_01_dicom-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_01_dicom-checkpoint.ipynb
diff --git a/...otebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_02_image_contrast-checkpoint.ipynb b/...otebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_02_image_contrast-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_02_otsu-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_02_otsu-checkpoint.ipynb
diff --git a/...dia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_03_threshold-checkpoint.ipynb b/...dia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_03_threshold-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_04_erosion-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_04_erosion-checkpoint.ipynb
diff --git a/...edia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_05_dilation-checkpoint.ipynb b/...edia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_05_dilation-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_06_opening-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_06_opening-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_07-closing-checkpoint.ipynb b/biomedia-notebooks-0-intro/.ipynb_checkpoints/lecture_1_notebook_07-closing-checkpoint.ipynb
diff --git a/biomedia-notebooks-0-intro/biomedia_intro_00_read_image.ipynb b/biomedia-notebooks-0-intro/biomedia_intro_00_read_image.ipynb
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -22,7 +22,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -43,7 +43,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -52,7 +52,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -82,7 +82,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -91,7 +91,7 @@
        "numpy.ndarray"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -102,7 +102,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -111,7 +111,7 @@
        "(362, 457)"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }

diff --git a/biomedia-notebooks-0-intro/biomedia_intro_01_dicom.ipynb b/biomedia-notebooks-0-intro/biomedia_intro_01_dicom.ipynb
diff --git a/biomedia-notebooks-0-intro/biomedia_intro_02_image_contrast.ipynb b/biomedia-notebooks-0-intro/biomedia_intro_02_image_contrast.ipynb
diff --git a/biomedia-notebooks-0-intro/biomedia_intro_03_threshold.ipynb b/biomedia-notebooks-0-intro/biomedia_intro_03_threshold.ipynb
diff --git a/biomedia-notebooks-0-intro/biomedia_intro_04_erosion.ipynb b/biomedia-notebooks-0-intro/biomedia_intro_04_erosion.ipynb
@@ -95,12 +95,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 720x720 with 2 Axes>"
       ]
@@ -112,7 +112,7 @@
     }
    ],
    "source": [
-    "selem = disk(9)\n",
+    "selem = disk(4)\n",
     "eroded = erosion(binary, selem)\n",
     "plot_comparison(binary, eroded, 'erosion')"
    ]

diff --git a/biomedia-notebooks-0-intro/biomedia_intro_05_dilation.ipynb b/biomedia-notebooks-0-intro/biomedia_intro_05_dilation.ipynb
diff --git a/biomedia-notebooks-0-intro/biomedia_intro_06_opening.ipynb b/biomedia-notebooks-0-intro/biomedia_intro_06_opening.ipynb
diff --git a/biomedia-notebooks-0-intro/biomedia_intro_07-closing.ipynb b/biomedia-notebooks-0-intro/biomedia_intro_07-closing.ipynb
diff --git a/biomedia-notebooks-1-filters/.ipynb_checkpoints/biomedia_filters_00_fft-checkpoint.ipynb b/biomedia-notebooks-1-filters/.ipynb_checkpoints/biomedia_filters_00_fft-checkpoint.ipynb
diff --git a/...edia-notebooks-1-filters/.ipynb_checkpoints/biomedia_filters_01_gaussian-checkpoint.ipynb b/...edia-notebooks-1-filters/.ipynb_checkpoints/biomedia_filters_01_gaussian-checkpoint.ipynb
diff --git a/biomedia-notebooks-1-filters/.ipynb_checkpoints/biomedia_filters_02_median-checkpoint.ipynb b/biomedia-notebooks-1-filters/.ipynb_checkpoints/biomedia_filters_02_median-checkpoint.ipynb
diff --git a/...a-notebooks-1-filters/.ipynb_checkpoints/biomedia_filters_03_derivatives-checkpoint.ipynb b/...a-notebooks-1-filters/.ipynb_checkpoints/biomedia_filters_03_derivatives-checkpoint.ipynb
diff --git a/...ebooks-1-filters/.ipynb_checkpoints/biomedia_filters_04_gaussian_pyramid-checkpoint.ipynb b/...ebooks-1-filters/.ipynb_checkpoints/biomedia_filters_04_gaussian_pyramid-checkpoint.ipynb
diff --git a/...books-1-filters/.ipynb_checkpoints/biomedia_filters_05_laplacian_pyramid-checkpoint.ipynb b/...books-1-filters/.ipynb_checkpoints/biomedia_filters_05_laplacian_pyramid-checkpoint.ipynb
diff --git a/biomedia-notebooks-1-filters/biomedia_filters_00_fft.ipynb b/biomedia-notebooks-1-filters/biomedia_filters_00_fft.ipynb
diff --git a/biomedia-notebooks-1-filters/biomedia_filters_01_gaussian.ipynb b/biomedia-notebooks-1-filters/biomedia_filters_01_gaussian.ipynb
diff --git a/biomedia-notebooks-1-filters/biomedia_filters_02_median.ipynb b/biomedia-notebooks-1-filters/biomedia_filters_02_median.ipynb
diff --git a/biomedia-notebooks-1-filters/biomedia_filters_03_derivatives.ipynb b/biomedia-notebooks-1-filters/biomedia_filters_03_derivatives.ipynb
diff --git a/biomedia-notebooks-1-filters/biomedia_filters_04_gaussian_pyramid.ipynb b/biomedia-notebooks-1-filters/biomedia_filters_04_gaussian_pyramid.ipynb
diff --git a/biomedia-notebooks-1-filters/biomedia_filters_05_laplacian_pyramid.ipynb b/biomedia-notebooks-1-filters/biomedia_filters_05_laplacian_pyramid.ipynb
diff --git a/biomedia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_00_sobel-checkpoint.ipynb b/biomedia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_00_sobel-checkpoint.ipynb
diff --git a/biomedia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_01_canny-checkpoint.ipynb b/biomedia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_01_canny-checkpoint.ipynb
diff --git a/biomedia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_02_blobs-checkpoint.ipynb b/biomedia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_02_blobs-checkpoint.ipynb
diff --git a/...ebooks-2-features/.ipynb_checkpoints/biomedia_features_03_vessel_enhance-checkpoint.ipynb b/...ebooks-2-features/.ipynb_checkpoints/biomedia_features_03_vessel_enhance-checkpoint.ipynb
diff --git a/...ia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_04_skeleton-checkpoint.ipynb b/...ia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_04_skeleton-checkpoint.ipynb
diff --git a/biomedia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_05_GLCM-checkpoint.ipynb b/biomedia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_05_GLCM-checkpoint.ipynb
diff --git a/biomedia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_06_SIFT-checkpoint.ipynb b/biomedia-notebooks-2-features/.ipynb_checkpoints/biomedia_features_06_SIFT-checkpoint.ipynb
diff --git a/...ebooks-2-features/.ipynb_checkpoints/biomedia_features_06_feature_points-checkpoint.ipynb b/...ebooks-2-features/.ipynb_checkpoints/biomedia_features_06_feature_points-checkpoint.ipynb
diff --git a/biomedia-notebooks-2-features/biomedia_features_00_sobel.ipynb b/biomedia-notebooks-2-features/biomedia_features_00_sobel.ipynb
@@ -69,7 +69,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7fd0a2fa7610>"
+       "<matplotlib.image.AxesImage at 0x7fbd768014d0>"
       ]
      },
      "execution_count": 4,

diff --git a/biomedia-notebooks-2-features/biomedia_features_01_canny.ipynb b/biomedia-notebooks-2-features/biomedia_features_01_canny.ipynb
diff --git a/biomedia-notebooks-2-features/biomedia_features_02_blobs.ipynb b/biomedia-notebooks-2-features/biomedia_features_02_blobs.ipynb
diff --git a/biomedia-notebooks-2-features/biomedia_features_03_vessel_enhance.ipynb b/biomedia-notebooks-2-features/biomedia_features_03_vessel_enhance.ipynb
diff --git a/biomedia-notebooks-2-features/biomedia_features_04_skeleton.ipynb b/biomedia-notebooks-2-features/biomedia_features_04_skeleton.ipynb
@@ -61,7 +61,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7fd0bd7e82d0>"
+       "<matplotlib.image.AxesImage at 0x7fe1e596eb50>"
       ]
      },
      "execution_count": 4,
@@ -110,7 +110,7 @@
     {
      "data": {
       "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7fd0bd541890>"
+       "<matplotlib.image.AxesImage at 0x7fe1e5198650>"
       ]
      },
      "execution_count": 6,

diff --git a/biomedia-notebooks-2-features/biomedia_features_05_GLCM.ipynb b/biomedia-notebooks-2-features/biomedia_features_05_GLCM.ipynb
@@ -154,7 +154,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -163,7 +163,7 @@
        "(-0.5, 599.5, 599.5, -0.5)"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     },

diff --git a/biomedia-notebooks-2-features/biomedia_features_06_feature_points.ipynb b/biomedia-notebooks-2-features/biomedia_features_06_feature_points.ipynb
diff --git a/biomedia-notebooks-3-segmentation/.DS_Store b/biomedia-notebooks-3-segmentation/.DS_Store
diff --git a/...-notebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_00_label_image-checkpoint.ipynb b/...-notebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_00_label_image-checkpoint.ipynb
diff --git a/biomedia-notebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_01_otsu-checkpoint.ipynb b/biomedia-notebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_01_otsu-checkpoint.ipynb
diff --git a/...tebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_02_connected_comp-checkpoint.ipynb b/...tebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_02_connected_comp-checkpoint.ipynb
diff --git a/...ia-notebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_03_watershed-checkpoint.ipynb b/...ia-notebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_03_watershed-checkpoint.ipynb
diff --git a/biomedia-notebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_04_kmeans-checkpoint.ipynb b/biomedia-notebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_04_kmeans-checkpoint.ipynb
diff --git a/...-notebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_05_superpixels-checkpoint.ipynb b/...-notebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_05_superpixels-checkpoint.ipynb
diff --git a/...ebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_06_normalised_cuts-checkpoint.ipynb b/...ebooks-3-segmentation/.ipynb_checkpoints/biomedia_seg_06_normalised_cuts-checkpoint.ipynb
diff --git a/biomedia-notebooks-3-segmentation/biomedia_seg_00_label_image.ipynb b/biomedia-notebooks-3-segmentation/biomedia_seg_00_label_image.ipynb
diff --git a/biomedia-notebooks-3-segmentation/biomedia_seg_01_otsu.ipynb b/biomedia-notebooks-3-segmentation/biomedia_seg_01_otsu.ipynb
@@ -109,7 +109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -118,7 +118,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {

diff --git a/biomedia-notebooks-3-segmentation/biomedia_seg_02_connected_comp.ipynb b/biomedia-notebooks-3-segmentation/biomedia_seg_02_connected_comp.ipynb
@@ -118,16 +118,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7ffe64af8b10>"
+       "<matplotlib.image.AxesImage at 0x7f94ca15c750>"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     },

diff --git a/biomedia-notebooks-3-segmentation/biomedia_seg_03_watershed.ipynb b/biomedia-notebooks-3-segmentation/biomedia_seg_03_watershed.ipynb
diff --git a/biomedia-notebooks-3-segmentation/biomedia_seg_04_kmeans.ipynb b/biomedia-notebooks-3-segmentation/biomedia_seg_04_kmeans.ipynb
diff --git a/biomedia-notebooks-3-segmentation/biomedia_seg_05_superpixels.ipynb b/biomedia-notebooks-3-segmentation/biomedia_seg_05_superpixels.ipynb
diff --git a/biomedia-notebooks-3-segmentation/biomedia_seg_06_normalised_cuts.ipynb b/biomedia-notebooks-3-segmentation/biomedia_seg_06_normalised_cuts.ipynb
diff --git a/...on/.ipynb_checkpoints/biomedia_classification_00_feature_extraction_test-checkpoint.ipynb b/...on/.ipynb_checkpoints/biomedia_classification_00_feature_extraction_test-checkpoint.ipynb
diff --git a/...fication/.ipynb_checkpoints/biomedia_classification_01_generate_features-checkpoint.ipynb b/...fication/.ipynb_checkpoints/biomedia_classification_01_generate_features-checkpoint.ipynb
diff --git a/...books-4-classification/.ipynb_checkpoints/biomedia_classification_02_pca-checkpoint.ipynb b/...books-4-classification/.ipynb_checkpoints/biomedia_classification_02_pca-checkpoint.ipynb
diff --git a/...ification/.ipynb_checkpoints/biomedia_classification_03_gaussian_mixture-checkpoint.ipynb b/...ification/.ipynb_checkpoints/biomedia_classification_03_gaussian_mixture-checkpoint.ipynb
diff --git a/...cation/.ipynb_checkpoints/biomedia_classification_04_logistic_regression-checkpoint.ipynb b/...cation/.ipynb_checkpoints/biomedia_classification_04_logistic_regression-checkpoint.ipynb
diff --git a/...books-4-classification/.ipynb_checkpoints/biomedia_classification_05_svm-checkpoint.ipynb b/...books-4-classification/.ipynb_checkpoints/biomedia_classification_05_svm-checkpoint.ipynb
diff --git a/biomedia-notebooks-4-classification/biomedia_classification_00_feature_extraction_test.ipynb b/biomedia-notebooks-4-classification/biomedia_classification_00_feature_extraction_test.ipynb
diff --git a/biomedia-notebooks-4-classification/biomedia_classification_01_generate_features.ipynb b/biomedia-notebooks-4-classification/biomedia_classification_01_generate_features.ipynb
diff --git a/biomedia-notebooks-4-classification/biomedia_classification_02_pca.ipynb b/biomedia-notebooks-4-classification/biomedia_classification_02_pca.ipynb
diff --git a/biomedia-notebooks-4-classification/biomedia_classification_03_gaussian_mixture.ipynb b/biomedia-notebooks-4-classification/biomedia_classification_03_gaussian_mixture.ipynb
@@ -82,7 +82,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Step 2: Split the dataa into training and testing"
+    "### Step 2: Split the data into training and testing"
    ]
   },
   {
@@ -196,8 +196,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "[0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 1 0 0\n",
-      " 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0]\n"
+      "[0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 1 0 0\n",
+      " 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1 0 0 0]\n"
      ]
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@@ -234,12 +234,12 @@
      "text": [
       "              precision    recall  f1-score   support\n",
       "\n",
-      "           0       0.28      1.00      0.44        17\n",
-      "           1       1.00      0.20      0.34        54\n",
+      "           0       0.29      1.00      0.45        17\n",
+      "           1       1.00      0.24      0.39        54\n",
       "\n",
-      "    accuracy                           0.39        71\n",
-      "   macro avg       0.64      0.60      0.39        71\n",
-      "weighted avg       0.83      0.39      0.36        71\n",
+      "    accuracy                           0.42        71\n",
+      "   macro avg       0.65      0.62      0.42        71\n",
+      "weighted avg       0.83      0.42      0.40        71\n",
       "\n"
      ]
     }
@@ -259,16 +259,16 @@
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-      "  1.91579380e+02 8.78789394e+00 1.63707329e-01 1.02947163e-03\n",
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+      "  3.01522951e-02 8.80960990e-01]\n",
       " [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
       "  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00\n",
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-      "  7.56932893e+02 1.84162966e+01 1.07226077e-01 3.25062733e-03\n",
-      "  3.62447689e-02 8.20119651e-01]]\n"
+      "  9.49006880e-32 1.85626250e-02 2.52082254e-01 1.74543560e-01\n",
+      "  1.52487312e-01 1.66945865e-01 1.04295764e-01 1.31082623e-01\n",
+      "  7.47404010e+02 1.82996874e+01 1.06660864e-01 3.14849220e-03\n",
+      "  3.55667902e-02 8.22728866e-01]]\n"
      ]
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    ],

diff --git a/biomedia-notebooks-4-classification/biomedia_classification_04_logistic_regression.ipynb b/biomedia-notebooks-4-classification/biomedia_classification_04_logistic_regression.ipynb
diff --git a/biomedia-notebooks-4-classification/biomedia_classification_05_svm.ipynb b/biomedia-notebooks-4-classification/biomedia_classification_05_svm.ipynb
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diff --git a/biomedia-notebooks-4-classification/papsmear-features-normal.csv b/biomedia-notebooks-4-classification/papsmear-features-normal.csv
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diff --git a/docs/biomedia_classification_03_gaussian_mixture.html b/docs/biomedia_classification_03_gaussian_mixture.html
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diff --git a/images/Marching_Man/MarchingMan80.dcm b/images/Marching_Man/MarchingMan80.dcm
diff --git a/images/Marching_Man/MarchingMan81.dcm b/images/Marching_Man/MarchingMan81.dcm
diff --git a/images/Marching_Man/MarchingMan82.dcm b/images/Marching_Man/MarchingMan82.dcm
diff --git a/images/Marching_Man/MarchingMan83.dcm b/images/Marching_Man/MarchingMan83.dcm
diff --git a/images/Marching_Man/MarchingMan84.dcm b/images/Marching_Man/MarchingMan84.dcm
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diff --git a/images/Marching_Man/MarchingMan86.dcm b/images/Marching_Man/MarchingMan86.dcm
diff --git a/images/Marching_Man/MarchingMan87.dcm b/images/Marching_Man/MarchingMan87.dcm
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diff --git a/images/Marching_Man/MarchingMan89.dcm b/images/Marching_Man/MarchingMan89.dcm
diff --git a/images/Marching_Man/MarchingMan90.dcm b/images/Marching_Man/MarchingMan90.dcm
diff --git a/images/Marching_Man/MarchingMan91.dcm b/images/Marching_Man/MarchingMan91.dcm
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diff --git a/images/circle.png b/images/circle.png
diff --git a/images/head-ct.jpg b/images/head-ct.jpg
diff --git a/images/label-img.png b/images/label-img.png
diff --git a/images/mickey-mouse-image.jpg b/images/mickey-mouse-image.jpg
diff --git a/images/neuron-dsRed-roi.tif b/images/neuron-dsRed-roi.tif
diff --git a/images/neuron-dsRed.tif b/images/neuron-dsRed.tif
diff --git a/images/nuclei-dapi.tif b/images/nuclei-dapi.tif
diff --git a/images/papsmear-data/.DS_Store b/images/papsmear-data/.DS_Store
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143378-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149143370-149143378-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143378-001.BMP b/images/papsmear-data/carcinoma_in_situ/149143370-149143378-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143378-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149143370-149143378-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143378-002.BMP b/images/papsmear-data/carcinoma_in_situ/149143370-149143378-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143378-003-d.bmp b/images/papsmear-data/carcinoma_in_situ/149143370-149143378-003-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143378-003.BMP b/images/papsmear-data/carcinoma_in_situ/149143370-149143378-003.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143388-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149143370-149143388-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143388-001.BMP b/images/papsmear-data/carcinoma_in_situ/149143370-149143388-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143388-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149143370-149143388-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143388-002.BMP b/images/papsmear-data/carcinoma_in_situ/149143370-149143388-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143388-003-d.bmp b/images/papsmear-data/carcinoma_in_situ/149143370-149143388-003-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149143370-149143388-003.BMP b/images/papsmear-data/carcinoma_in_situ/149143370-149143388-003.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149146635-149146651-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149146635-149146651-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149146635-149146651-001.BMP b/images/papsmear-data/carcinoma_in_situ/149146635-149146651-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149146635-149146651-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149146635-149146651-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149146635-149146651-002.BMP b/images/papsmear-data/carcinoma_in_situ/149146635-149146651-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149146635-149146651-003-d.bmp b/images/papsmear-data/carcinoma_in_situ/149146635-149146651-003-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149146635-149146651-003.BMP b/images/papsmear-data/carcinoma_in_situ/149146635-149146651-003.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149146837-149146854-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149146837-149146854-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149146837-149146854-001.BMP b/images/papsmear-data/carcinoma_in_situ/149146837-149146854-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149146886-149146936-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149146886-149146936-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149146886-149146936-001.BMP b/images/papsmear-data/carcinoma_in_situ/149146886-149146936-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149146886-149146936-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149146886-149146936-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149146886-149146936-002.BMP b/images/papsmear-data/carcinoma_in_situ/149146886-149146936-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149147060-149147075-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149147060-149147075-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149147060-149147075-001.BMP b/images/papsmear-data/carcinoma_in_situ/149147060-149147075-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149147060-149147075-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149147060-149147075-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149147060-149147075-002.BMP b/images/papsmear-data/carcinoma_in_situ/149147060-149147075-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149147060-149147075-003-d.bmp b/images/papsmear-data/carcinoma_in_situ/149147060-149147075-003-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149147060-149147075-003.BMP b/images/papsmear-data/carcinoma_in_situ/149147060-149147075-003.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149147848-149147864-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149147848-149147864-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149147848-149147864-001.BMP b/images/papsmear-data/carcinoma_in_situ/149147848-149147864-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149147848-149147864-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149147848-149147864-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149147848-149147864-002.BMP b/images/papsmear-data/carcinoma_in_situ/149147848-149147864-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149147848-149147864-003-d.bmp b/images/papsmear-data/carcinoma_in_situ/149147848-149147864-003-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149147848-149147864-003.BMP b/images/papsmear-data/carcinoma_in_situ/149147848-149147864-003.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149147949-149147960-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149147949-149147960-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149147949-149147960-001.BMP b/images/papsmear-data/carcinoma_in_situ/149147949-149147960-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149147949-149147960-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149147949-149147960-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149147949-149147960-002.BMP b/images/papsmear-data/carcinoma_in_situ/149147949-149147960-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149148124-149148168-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149148124-149148168-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149148124-149148168-001.BMP b/images/papsmear-data/carcinoma_in_situ/149148124-149148168-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149148124-149148181-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149148124-149148181-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149148124-149148181-001.BMP b/images/papsmear-data/carcinoma_in_situ/149148124-149148181-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149148124-149148181-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149148124-149148181-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149148124-149148181-002.BMP b/images/papsmear-data/carcinoma_in_situ/149148124-149148181-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149148124-149148181-003-d.bmp b/images/papsmear-data/carcinoma_in_situ/149148124-149148181-003-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149148124-149148181-003.BMP b/images/papsmear-data/carcinoma_in_situ/149148124-149148181-003.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149148124-149148181-004-d.bmp b/images/papsmear-data/carcinoma_in_situ/149148124-149148181-004-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149148124-149148181-004.BMP b/images/papsmear-data/carcinoma_in_situ/149148124-149148181-004.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149148669-149148707-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149148669-149148707-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149148669-149148707-001.BMP b/images/papsmear-data/carcinoma_in_situ/149148669-149148707-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149148669-149148707-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149148669-149148707-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149148669-149148707-002.BMP b/images/papsmear-data/carcinoma_in_situ/149148669-149148707-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149148669-149148707-003-d.bmp b/images/papsmear-data/carcinoma_in_situ/149148669-149148707-003-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149148669-149148707-003.BMP b/images/papsmear-data/carcinoma_in_situ/149148669-149148707-003.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149181927-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149181904-149181927-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149181927-001.BMP b/images/papsmear-data/carcinoma_in_situ/149181904-149181927-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149181951-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149181904-149181951-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149181951-001.BMP b/images/papsmear-data/carcinoma_in_situ/149181904-149181951-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149181951-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149181904-149181951-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149181951-002.BMP b/images/papsmear-data/carcinoma_in_situ/149181904-149181951-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149182017-001-d.bmp b/images/papsmear-data/carcinoma_in_situ/149181904-149182017-001-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149182017-001.BMP b/images/papsmear-data/carcinoma_in_situ/149181904-149182017-001.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149182017-002-d.bmp b/images/papsmear-data/carcinoma_in_situ/149181904-149182017-002-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149182017-002.BMP b/images/papsmear-data/carcinoma_in_situ/149181904-149182017-002.BMP
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149182017-003-d.bmp b/images/papsmear-data/carcinoma_in_situ/149181904-149182017-003-d.bmp
diff --git a/images/papsmear-data/carcinoma_in_situ/149181904-149182017-003.BMP b/images/papsmear-data/carcinoma_in_situ/149181904-149182017-003.BMP