The Best of "Illustrations"
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Check out our awesome collection of AI prompts and images for 'Illustrations'. We have the best Midjourney, Dall E, Stable Diffusion Prompts you can find anywhere.

graphical illustration of , to look for computationally tractable substitutes for its unattainable gold standard-the answer was hiding in plain sight. Dropout was an approximation of Bayesian uncertainty. They already had the measure they sought. Dropout was typically used only for training the model and was deliberately turned off when the models were used in practice, the idea was that you'd get maximally accurate (and totally consistent) predictions by training different subsets but then always actually using the entire model. Only what would happen if you left dropout on in a deployed system? By running a prediction multiple times, each with a different random portion of the network dropped out, you would get a bouquet of slightly different predictions. It was like getting an exponentially large ensemble for free out of a single model. The resulting uncertainty in the system's outputs doesn't just resemble the output of the ideal, but tragically uncomputable, Bayesian neural network. As it turns out, it is the output-at least, a close approximation, within rigorous theoretical bounds-of that ideal, uncomputable Bayesian neural network. The result has been a set of tools that put those once-impractical techniques within reach, making them available for practitioners to make use of in real applications. That's been a big, big change over the past few years, because now you can take these beautiful mathematics, yield some approximations, and then you can use these for interesting problems, --ar 16:9 --v 6.0 --no letter

Render in the style of fantasy concept art and Dungeons and Dragons city maps an isomaetric city map of the Feywild city of Luminaire. Luminaire stands as a shining beacon of beauty and sophistication amidst the enchanting fey realm of Reverie, its streets and plazas alive with the vibrant energy of the Feywild. Here, amidst the shimmering spires and bustling marketplaces, the heart of Eladrin culture and society beats with a timeless elegance and enchanting charm. The map should have the following features: 1. Crystal Quarters: The Crystal Quarters of Luminaire are a breathtaking display of Eladrin craftsmanship and elegance. Tall spires of crystalline architecture soar into the sky, catching the light of the Feywild and casting prismatic reflections across the city. Each noble house boasts its own unique design, from delicate filigree patterns to intricate stained glass windows depicting scenes from Eladrin mythology. Eladrin artisans weave enchantments into every facet of their creations, imbuing them with a magical aura that sparkles in the sunlight. 2. Moonlit Bazaar: The Moonlit Bazaar is a vibrant hub of activity and commerce, where merchants from across the Feywild gather to showcase their wares. Colorful canopies and silk banners flutter in the breeze, while the scent of exotic spices and fragrant flowers fills the air. Visitors to the bazaar can find a dazzling array of goods, from enchanted jewelry and rare spell components to exotic fruits and shimmering fabrics. Eladrin merchants haggle and barter with a playful charm, their voices rising and falling like music in the bustling marketplace. 3. Whispering Woods: The Whispering Woods surrounding Luminaire are a realm of enchantment and mystery, where ancient trees stand sentinel over hidden glades and [...]

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