diff --git a/notebooks/Block_1/Jupyter Notebook Block 1 - Introduction to Image Classification.ipynb b/notebooks/Block_1/Jupyter Notebook Block 1 - Introduction to Image Classification.ipynb index 741ab5c0721511b4332657e41b3be927d8c54f24..e3146b3a0e0c9c98d7627db2678d305c5f7a9825 100644 --- a/notebooks/Block_1/Jupyter Notebook Block 1 - Introduction to Image Classification.ipynb +++ b/notebooks/Block_1/Jupyter Notebook Block 1 - Introduction to Image Classification.ipynb @@ -13,7 +13,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 1, "metadata": { "nbpresent": { "id": "409a1ab7-fe1d-4430-b904-7694020a6223" @@ -50,7 +50,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 2, "metadata": { "nbpresent": { "id": "f77bd9ec-de3b-4c56-b08d-4a65f0780408" @@ -63,7 +63,7 @@ "dict" ] }, - "execution_count": 75, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -85,7 +85,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 3, "metadata": { "nbpresent": { "id": "c874a7c9-de0c-4ccd-a0f1-8f8a3265a0b6" @@ -98,7 +98,7 @@ "dict_keys([b'batch_label', b'labels', b'data', b'filenames'])" ] }, - "execution_count": 76, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -120,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 4, "metadata": { "nbpresent": { "id": "fe299a35-c930-4078-97b7-c9b67f42ec42" @@ -133,7 +133,7 @@ "numpy.ndarray" ] }, - "execution_count": 7, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -155,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 5, "metadata": { "nbpresent": { "id": "46a97575-36c0-4920-a8dc-762e94239b7e" @@ -168,7 +168,7 @@ "list" ] }, - "execution_count": 8, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -190,7 +190,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "metadata": { "nbpresent": { "id": "b012720d-81f8-455d-8ce7-bfca64a842c8" @@ -203,7 +203,7 @@ "(10000, 3072)" ] }, - "execution_count": 9, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -225,7 +225,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 7, "metadata": { "nbpresent": { "id": "49c776cb-c8aa-461b-a0da-4f4d38342e2e" @@ -238,7 +238,7 @@ "10000" ] }, - "execution_count": 10, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -260,7 +260,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 8, "metadata": { "nbpresent": { "id": "438920f4-774e-4e94-9b7c-30a2106d163c" @@ -273,7 +273,7 @@ "[6, 9, 9, 4, 1, 1, 2, 7, 8, 3]" ] }, - "execution_count": 11, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -295,7 +295,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 9, "metadata": { "nbpresent": { "id": "7617a699-c3d5-434f-97a5-3443489ac9db" @@ -308,7 +308,7 @@ "dtype('uint8')" ] }, - "execution_count": 12, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -330,7 +330,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 10, "metadata": { "nbpresent": { "id": "942f351b-b771-4375-8df2-eec28391a576" @@ -359,7 +359,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 11, "metadata": { "nbpresent": { "id": "9b85b9a0-5f2b-4c68-a74f-82f1ec212215" @@ -388,7 +388,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 12, "metadata": { "nbpresent": { "id": "5c85918c-f89e-4156-8cdd-ca38d14afbb9" @@ -401,7 +401,7 @@ "(10000, 3072)" ] }, - "execution_count": 15, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -424,7 +424,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 13, "metadata": { "nbpresent": { "id": "5f913d95-aa49-4727-8c6f-5630cbf59741" @@ -437,7 +437,7 @@ "(10000,)" ] }, - "execution_count": 16, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -460,7 +460,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 14, "metadata": { "nbpresent": { "id": "a0eb7a33-19c9-46e4-b471-6f7904389177" @@ -473,7 +473,7 @@ "(50000, 3072)" ] }, - "execution_count": 17, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -495,7 +495,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 15, "metadata": { "nbpresent": { "id": "d699e7a7-efc0-421f-bd8d-2d2b34a09516" @@ -508,7 +508,7 @@ "(50000,)" ] }, - "execution_count": 18, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" } @@ -525,32 +525,12 @@ } }, "source": [ - "Let us visualize an image. \n", - "\n", - "By default, NumPy arrays are created in row major order. \n", - "Spatially this means, that if we have a two-dimensional \n", - "array of data, the items in each row of the array are stored \n", - "in adjacent memory locations. In the case of a three-dimensional \n", - "array of data, the items along `axis=2` are stored in adjacent order. \n", - "\n", - "Since the first $32$ entries of the array $X\\_train[0]$ are the \n", - "red channel values of the first row of the image, etc., we need to \n", - "pass the tuple $(3,32,32)$ to reshape. \n", - "\n", - "By default, NumPy arrays are created in row major order, that is, when \n", - "reshaping the array, higher order dimensions are traversed first \n", - "(e.g. `axis=2` before advancing on `axis=1`.)\n", - "\n", - "\n", - "`plt.imshow` needs for each inner list the values representing \n", - "a pixel. Here, with an RGB image, there are 3 values. We thus \n", - "need to transpose the array : the RGB values need to be located \n", - "along `axis=2`. " + "Let us visualize an image. " ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 16, "metadata": { "nbpresent": { "id": "d817d603-7d37-4ff2-b3d1-e95875b48f8f" @@ -579,6 +559,22 @@ "plt.show()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "- By means of `reshape` we can convert an array from one shape to another without \n", + "copying any data. To do this, we pass a tuple indicating the new shape to the `reshape` array instance method. \n", + "\n", + "- By default, `NumPy` arrays are created in _row major_ order. Spatially this means, that if we have a two-dimensional array of data, the items in each row of the array are stored in adjacent memory locations. In the case of a three-dimensional array of data, the items along `axis=2` are stored in adjacent order. Since the first 32 entries of the array `X_train[0]` are the red channel values of the first row of the image, etc., we need to pass the tuple $(3,32,32)$ to `reshape`. In conclusion, when __reshaping__ the array, higher order dimensions are traversed _first_ (e.g. axis $ 2 $ before advancing on axis $ 1 $.) \n", + "\n", + "- `plt.imshow` needs for each inner list the values representing a pixel. Here, with \n", + "an RGB image, there are 3 values. We thus need to transpose the array : the RGB values need to be located along `axis=2`. \n", + "\n", + "- Using ndarray's `astype` method, we can cast an array from one `dtype` to another. `uint8` represents unsigned 8-bit integer types. Why 8 bits? Most displays can only render 8 bits per channel worth of color gradation. Why can they only render 8 bits/channel? Because that is about all the human eye can see." + ] + }, { "cell_type": "markdown", "metadata": { @@ -593,7 +589,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 17, "metadata": { "nbpresent": { "id": "ba3743b9-ea50-4201-ad99-5fa47e8b82fb" @@ -602,7 +598,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 70 Axes>" ] @@ -634,6 +630,22 @@ "plt.show()" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- When iterating over a sequence we often want to keep track of the index of the \n", + "current item. Python's built-in function `enumerate` returns a sequence of $i$, value \n", + "tuples.\n", + "\n", + "- `np.flatnonzero` returns indices that are non-zero in the (flattened version of) `y_train == y`, that is, it returns the indices for the elements that are `True`.\n", + "\n", + "- `np.random.choice(..., replace=False)` generates a random sample from a given 1-D array without replacement.\n", + "\n", + "\n", + "- The `subplot()` command specifies `numrows`, `numcols`, `fignum` where `fignum` ranges from $ 1 $ to `numrows*numcols`." + ] + }, { "cell_type": "markdown", "metadata": { @@ -658,7 +670,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 18, "metadata": { "nbpresent": { "id": "26316896-3b01-455b-9a0a-87278f088d83" @@ -690,7 +702,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 19, "metadata": { "nbpresent": { "id": "497fbf77-9a17-4b35-a0d8-375972850902" @@ -834,6 +846,55 @@ " return y_pred" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- Methods within a class are defined in much the same way as functions, that is, using `def`. Every defined class has a _special method_ called `__init__()` `Python` runs automatically whenever we create a new _instance_ based on the `NearestNeighbor` \n", + "class. The `self` parameter is required in the method definition, and it must come first \n", + "before the other parameters. It must be included in the definition because when `Python` \n", + "calls this `__init__` method later (to create an instance of `NearestNeighbor`), \n", + "the method call will automatically pass the `self` argument. Every method call associated with a class automatically passes `self`, which is a reference to the instance itself; \n", + "it gives the individual instance access to the attributes and methods in the class. In summary, when you invoke a class method on an object instance, `Python` \n", + "arranges for the first argument to be the invoking object instance, which is always \n", + "assigned to each method's `self` argument.\n", + "\n", + "- The two variables `self.X_train` and `self.y_train` each have the prefix `self`. Any variable prefixed with `self` is available to every method in the class, and we will also be able to access these variables through any instance created from the class. `self.X_train = X` takes the value stored in the parameter `X` and stores it in the variable `self.X_train`, which is then attached to the instance being created. The same process happens with `self.y_train = y`. \n", + "\n", + "- Variables that are accessible through instances like this are called _attributes_.\n", + "`np.zeros` produces an array of $ 0 $'s, here the size is `num_test`.\n", + "\n", + "- `np.sum` returns the sum of all elements in the array or along an axis. Zero-length \n", + "arrays have sum $ $ 0.\n", + "\n", + "- `np.argmin` returns the index of minimum element.\n", + "\n", + "- When Python reads the line `nn = NearestNeighbor()`, it calls the `__init__()` method in `NearestNeighbor()`. The `__init__()` method creates an instance representing this particular nearest neighbor classifier. The `__init__()` method has no explicit return statement, but Python automatically returns an instance representing this nearest neighbor classifier. We store that instance in the variable `nn`. The naming convention is helpful here: we can usually assume that a capitalized name like `NearestNeighbor()` refers to a class, and a lowercase name like `nn` refers to a single instance created from a class.\n", + "\n", + "\n", + "- `np.argsort` returns the indices that would sort an array.\n", + "\n", + "- `np.bincount(x)` counts the number of occurrences of each value in an array of non-negative integers. The number of bins (of size 1) is one larger than the largest value in $ x $.\n", + "\n", + "- Instead of a loop that contains a _broadcasting_ process with a 2D array \n", + "\n", + "`for i in range(num_test):\n", + " dists[i, :] = np.sqrt(np.sum(np.square(self.X_train - X[i,:]), axis = 1))`\n", + "\n", + "we can speed up this process by broadcasting with a 3D array \n", + "\n", + "`dists = np.sqrt(np.square((self.X_train[:, np.newaxis, :] - X)).sum(axis=2))`\n", + "\n", + "- The _Broadcasting rule_ states: two arrays are compatible for broadcasting if for each \n", + "_trailing dimension_ (that is, starting from the end of an array), the axis lengths match or if either of the lengths is 1. In the case of `self._train[:, np.newaxis, :]`, the trailing dimension is $2$ and the axis length $D$. The trailing dimension of `X` is 1 and has axis length $D$. Thus, they match. Broadcasting is then performed over the missing and / or length $ 1 $ dimensions. If we need to add a new axis with length $ 1 $ specifically for broadcasting purposes, `NumPy` arrays offer a special syntax for inserting new axes by indexing. We use the special `np.newaxis` attribute along with full slices to insert the new axis. We may imagine that `num_test` copies of `self.X_train` are tiled up along `axis=1` of `self.X_train[:, np.newaxis, :]`. On the other hand, `num_train` copies of `X` are tiled up on top of each other. First, the subtraction is performed along `axis=2`. Then, it is performed along `axis=1`, and finally over `axis=0`. The resulting shape of the subtraction then is (`num_train`, `num_test`, D). Since this runs into memory issues, we need to rewrite it as follows:\n", + "\n", + "`dists = np.sqrt((X**2).sum(axis=1)[:, np.newaxis] + (self.X_train**2).sum(axis=1) - 2 * X.dot(self.X_train.T))`\n", + "\n", + "which yields an array with shape (`num_test`, `num_train`, D)\n", + "\n", + "- It is important to cast the data files as `float`." + ] + }, { "cell_type": "markdown", "metadata": { @@ -847,7 +908,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "metadata": { "nbpresent": { "id": "215be79c-8fe0-4e10-9587-6bea172bb33a" @@ -871,7 +932,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": { "nbpresent": { "id": "de24c3a8-0860-446e-b974-3e0c334feced" @@ -895,7 +956,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 41, "metadata": { "nbpresent": { "id": "d87bb3a8-6338-4957-ac73-4c81b87821eb" @@ -908,7 +969,7 @@ "(500, 5000)" ] }, - "execution_count": 25, + "execution_count": 41, "metadata": {}, "output_type": "execute_result" } @@ -931,7 +992,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 42, "metadata": { "nbpresent": { "id": "ae3a05a2-a3e6-4e65-a59f-0204411f57f9" @@ -969,7 +1030,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 43, "metadata": { "nbpresent": { "id": "219d7522-e633-4136-aa98-9abe80ca7bf3" @@ -993,7 +1054,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 44, "metadata": { "nbpresent": { "id": "f1ac90b4-5005-4940-9663-0bfd9574dc8c" @@ -1027,7 +1088,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 45, "metadata": { "nbpresent": { "id": "7a4433f3-d7d4-4b7c-bd21-6f6d5272c837" @@ -1051,7 +1112,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 46, "metadata": { "nbpresent": { "id": "445220c9-4974-41a0-a36c-a309d395490b" @@ -1081,7 +1142,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 47, "metadata": {}, "outputs": [ { @@ -1151,7 +1212,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 48, "metadata": { "nbpresent": { "id": "edecc2dc-bbf4-47bb-8902-6910fef3eae0" @@ -1637,7 +1698,7 @@ "\n", " Returns:\n", " - dists: A numpy array of shape (num_test, num_train) where \n", - " dists[i, j] is the Euclidean distance between the ith test \n", + " dists[i, j] is the L1 distance between the ith test \n", " point and the jth training point.\n", " \"\"\"\n", " num_test = X.shape[0]\n",