I called the new contact that Siri had already added to my phone and spoke to Katy, a massage therapist who happened to

I rolled up my mat. Called my sister to ask her to come stay with the kids. Walked home and packed up a bag with a button-down shirt and granola bars, so we’d have something to snack on in the ER and he’d have a shirt to put over his sling, once his shoulder got popped back in. Painful, but no biggie.,I’ll be writing here every week. Please follow me and tell me things. To hang out even more, find me on Twitter, sign up for my newsletter, and listen to NPR’s TED Radio Hour.,Replace the path replaced with Xs with the directory that the data file is stored in. I added os.get_cwd() so people on different platforms can find the different formats of paths and adapt them to find the data. I reshaped all the photos into 100 by 100 pixels. and created a show_image function just to make sure everything is working properly.,Fortunately, he had not hit his head or broken his neck. Unfortunately, he did not have a dislocated shoulder. His injuries were more like those of a motorcycle accident: broken scapula, broken collarbone, a dozen broken ribs. And a punctured lung which, later that night, filled with blood. We did not eat granola bars that day. The button-down shirt never came out of the bag. Ten days, two surgeries, and one blood transfusion later, Josh came home.,def generate_real_samples(dataset, n_samples): ix = randint(0, dataset.shape[0], n_samples) X = dataset[ix] y = ones((n_samples, 1)) return X, y def generate_latent_points(latent_dim, n_samples): x_input = randn(latent_dim * n_samples) x_input = x_input.reshape(n_samples, latent_dim) return x_input,In this article, I will try to train a GAN to generate abstract art. The reason why I did not use realistic artworks to train the GAN is due to the fact that the computer would need to learn something about the real world and how they interact in order to create truly original realistic art.,While developing a web application, a Python developer must pick a development architecture or framework to separate the internal working of the application from the users. Modern-day developers can choose from using the Model View Controller architecture or the Model View Template architecture.,The largest hurdle for artificial intelligence to overcome is to be creative. It is reasonably simple to solve problems using gradient-based optimization, or use embeddings and word-webs to solve natural-language processing problems. The true difficulty is for AI’s to be creative, to create original content.,But I’ve been thinking hard about being the receiver of bad news. I keep imagining what would have happened if I’d not gotten that call in the park. What if no one in that Pilates class had a phone lying beside them as she endeavored to take an hour off from a virus, job loss, and/or election stress? In the era before a stranger could call you while she was holding your husband’s hand to tell you he’d had a shitty bike accident, I would have finished my class and stopped to get coffee on the walk home. Then, as I made lunch for the kids, I would have gotten a call from the hospital. In the nineties, a friend of mine was at home in a D.C. suburb when she got the call that her mother had died in a glider accident. Her parents were in Vermont, taking a special ride to see the leaves changing color from above. “I ran out of the house, got in the car, and realized I still had the phone in my hand, Manoush. I pulled it out of the wall,” she later told me. Now we always have our phones in our hands.,This discriminator takes in the list of fake and real images as input and returns a single value between 0 and 1. If the value is closer to 0, the computer thinks the image is real. If it comes closer to 1, the computer thinks the image is fake.,The only reason I like flying is because I have to give up control to the pilot. All I can do is sit there. With my phone on airplane mode. For years I’ve reported on how technology has changed our relationships. And yes, I’ve advocated for people to put their phones down. A couple years ago I was at a conference and I ignored my buzzing phone in my bag while arguing with a really irritating Facebook executive. Turns out it was my mom. She was in the ER with my son, who’d broken his wrist. There was nothing I could have done but oh, the guilt.,from numpy import expand_dims from numpy import zeros from numpy import ones from numpy import vstack from numpy.random import randn from numpy.random import randint from keras.datasets.mnist import load_data from keras.optimizers import Adam from keras.models import Sequential from keras.layers import Dense from keras.layers import Reshape from keras.layers import Flatten from keras.layers import Conv2D from keras.layers import Conv2DTranspose from keras.layers import LeakyReLU from keras.layers import Dropout from matplotlib import pyplot from IPython.display import clear_output,def generate_fake_samples(g_model, latent_dim, n_samples): x_input = generate_latent_points(latent_dim, n_samples) X = g_model.predict(x_input) y = zeros((n_samples, 1)) return X, y,I think that I have to accept that not being on high-alert has gone the way of Duran Duran, LeSportsac, and Tretorns. It’s over for me. To be a responsible person in the world, there’s no saying that you don’t want to know when everything is NOT okay.,The generator takes in a random point from latent space and takes it as an input. It upscales the latent point to the appropriate shape of 100,100,3, that can then be displayed as an image.