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[SOURCE: https://en.wikipedia.org/wiki/Stochastic_gradient_descent] | [TOKENS: 8185] |
Contents Stochastic gradient descent Stochastic gradient descent (often abbreviated SGD) is an iterative method for optimizing an objective function with suitable smoothness properties (e.g. differentiable or subdifferentiable). It can be regarded as a stochastic approximation of gradient descent optimization, since it... |
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[SOURCE: https://en.wikipedia.org/wiki/Double_descent] | [TOKENS: 404] |
Contents Double descent Double descent in statistics and machine learning is the phenomenon where a model's error rate on the test set initially decreases with the number of parameters, then peaks, then decreases again. This phenomenon has been considered surprising, as it contradicts assumptions about overfitting in c... |
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[SOURCE: https://en.wikipedia.org/wiki/Backpropagation] | [TOKENS: 6381] |
Contents Backpropagation In machine learning, backpropagation is a gradient computation method commonly used for training a neural network in computing parameter updates. It is an efficient application of the chain rule to neural networks. Backpropagation computes the gradient of a loss function with respect to the wei... |
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[SOURCE: https://en.wikipedia.org/wiki/Special:BookSources/978-0-03-006228-5] | [TOKENS: 380] |
Contents Book sources This page allows users to search multiple sources for a book given a 10- or 13-digit International Standard Book Number. Spaces and dashes in the ISBN do not matter. This page links to catalogs of libraries, booksellers, and other book sources where you will be able to search for the book by its I... |
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[SOURCE: https://en.wikipedia.org/wiki/Minecraft#cite_note-124] | [TOKENS: 12858] |
Contents Minecraft Minecraft is a sandbox game developed and published by Mojang Studios. Following its initial public alpha release in 2009, it was formally released in 2011 for personal computers. The game has since been ported to numerous platforms, including mobile devices and various video game consoles. In Minecr... |
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[SOURCE: https://en.wikipedia.org/wiki/Minecraft#cite_note-129] | [TOKENS: 12858] |
Contents Minecraft Minecraft is a sandbox game developed and published by Mojang Studios. Following its initial public alpha release in 2009, it was formally released in 2011 for personal computers. The game has since been ported to numerous platforms, including mobile devices and various video game consoles. In Minecr... |
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[SOURCE: https://en.wikipedia.org/wiki/Minecraft#cite_note-131] | [TOKENS: 12858] |
Contents Minecraft Minecraft is a sandbox game developed and published by Mojang Studios. Following its initial public alpha release in 2009, it was formally released in 2011 for personal computers. The game has since been ported to numerous platforms, including mobile devices and various video game consoles. In Minecr... |
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[SOURCE: https://en.wikipedia.org/wiki/Minecraft#cite_note-MicrosoftMinecraft1-127] | [TOKENS: 12858] |
Contents Minecraft Minecraft is a sandbox game developed and published by Mojang Studios. Following its initial public alpha release in 2009, it was formally released in 2011 for personal computers. The game has since been ported to numerous platforms, including mobile devices and various video game consoles. In Minecr... |
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[SOURCE: https://en.wikipedia.org/wiki/Minecraft#cite_note-MicrosoftMinecraft4-126] | [TOKENS: 12858] |
Contents Minecraft Minecraft is a sandbox game developed and published by Mojang Studios. Following its initial public alpha release in 2009, it was formally released in 2011 for personal computers. The game has since been ported to numerous platforms, including mobile devices and various video game consoles. In Minecr... |
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[SOURCE: https://en.wikipedia.org/wiki/Minecraft#cite_note-133] | [TOKENS: 12858] |
Contents Minecraft Minecraft is a sandbox game developed and published by Mojang Studios. Following its initial public alpha release in 2009, it was formally released in 2011 for personal computers. The game has since been ported to numerous platforms, including mobile devices and various video game consoles. In Minecr... |
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[SOURCE: https://en.wikipedia.org/wiki/Path_tracing] | [TOKENS: 2315] |
Contents Path tracing Path tracing is a rendering algorithm in computer graphics that simulates how light interacts with objects, voxels, and participating media to generate realistic (physically plausible) images. This ray tracing technique uses the Monte Carlo method to accurately model global illumination, simulate ... |
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[SOURCE: https://en.wikipedia.org/wiki/Activation_function] | [TOKENS: 1093] |
Contents Activation function In artificial neural networks, the activation function of a node is a function that calculates the output of the node based on its individual inputs and their weights. Nontrivial problems can be solved using only a few nodes if the activation function is nonlinear. Modern activation functio... |
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[SOURCE: https://en.wikipedia.org/wiki/Minecraft#cite_note-137] | [TOKENS: 12858] |
Contents Minecraft Minecraft is a sandbox game developed and published by Mojang Studios. Following its initial public alpha release in 2009, it was formally released in 2011 for personal computers. The game has since been ported to numerous platforms, including mobile devices and various video game consoles. In Minecr... |
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[SOURCE: https://www.fast.ai/posts/2020-01-19-blog_screenshots.html] | [TOKENS: 1055] |
Blogging with screenshots Jeremy Howard January 19, 2020 On this page The joy of screenshots One of the most useful tools for blogging is screenshots. You can use a screenshot for all kinds of things. I find it particularly useful for including stuff that I find on the Internet. For instance, did you know that the NY T... |
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[SOURCE: https://en.wikipedia.org/wiki/Screen_space_reflections] | [TOKENS: 616] |
Contents Reflection (computer graphics) Reflection in computer graphics is used to render reflective objects like mirrors and shiny surfaces. Accurate reflections are commonly computed using ray tracing whereas approximate reflections can usually be computed faster by using simpler methods such as environment mapping. ... |
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[SOURCE: https://en.wikipedia.org/wiki/Minecraft#cite_note-142] | [TOKENS: 12858] |
Contents Minecraft Minecraft is a sandbox game developed and published by Mojang Studios. Following its initial public alpha release in 2009, it was formally released in 2011 for personal computers. The game has since been ported to numerous platforms, including mobile devices and various video game consoles. In Minecr... |
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[SOURCE: https://en.wikipedia.org/wiki/Minecraft#cite_note-145] | [TOKENS: 12858] |
Contents Minecraft Minecraft is a sandbox game developed and published by Mojang Studios. Following its initial public alpha release in 2009, it was formally released in 2011 for personal computers. The game has since been ported to numerous platforms, including mobile devices and various video game consoles. In Minecr... |
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[SOURCE: https://en.wikipedia.org/wiki/World#cite_ref-Fraassen_15-2] | [TOKENS: 5641] |
Contents World The world is the totality of entities, the whole of reality, or everything that exists. The nature of the world has been conceptualized differently in different fields. Some conceptions see the world as unique, while others talk of a "plurality of worlds". Some treat the world as one simple object, while... |
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[SOURCE: https://en.wikipedia.org/wiki/Minecraft#cite_note-143] | [TOKENS: 12858] |
Contents Minecraft Minecraft is a sandbox game developed and published by Mojang Studios. Following its initial public alpha release in 2009, it was formally released in 2011 for personal computers. The game has since been ported to numerous platforms, including mobile devices and various video game consoles. In Minecr... |
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[SOURCE: https://www.fast.ai/posts/2020-01-18-gitblog.html] | [TOKENS: 1248] |
Syncing your blog with your PC, and using your word processor Jeremy Howard January 18, 2020 On this page You’ve already seen how to create your own hosted blog, the easy, free, open way, with the help of fast_template. Now I’ll show you how to make life even easier, by syncing your blog with your computer, and writing... |
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[SOURCE: https://en.wikipedia.org/wiki/Gating_mechanism] | [TOKENS: 1784] |
Contents Gating mechanism In neural networks, the gating mechanism is an architectural motif for controlling the flow of activation and gradient signals. They are most prominently used in recurrent neural networks (RNNs), but have also found applications in other architectures. RNNs Gating mechanisms are the centerpiec... |
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[SOURCE: https://en.wikipedia.org/wiki/Markus_Persson#cite_note-65] | [TOKENS: 3525] |
Contents Markus Persson Markus Alexej Persson (/ˈpɪərsən/ ⓘ PEER-sən, Swedish: [ˈmǎrːkɵs ˈpæ̌ːʂɔn] ⓘ; born 1 June 1979), known by the pseudonym Notch, is a Swedish video game programmer and designer. He is the creator of Minecraft, the best-selling video game in history. He founded the video game development company Mo... |
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[SOURCE: https://en.wikipedia.org/wiki/World#cite_ref-Zeilik25_16-1] | [TOKENS: 5641] |
Contents World The world is the totality of entities, the whole of reality, or everything that exists. The nature of the world has been conceptualized differently in different fields. Some conceptions see the world as unique, while others talk of a "plurality of worlds". Some treat the world as one simple object, while... |
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[SOURCE: https://en.wikipedia.org/wiki/Data_augmentation] | [TOKENS: 1164] |
Contents Data augmentation Data augmentation is a statistical technique which allows maximum likelihood estimation from incomplete data. Data augmentation has important applications in Bayesian analysis, and the technique is widely used in machine learning to reduce overfitting when training machine learning models, ac... |
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[SOURCE: https://en.wikipedia.org/wiki/Weight_initialization] | [TOKENS: 2653] |
Contents Weight initialization In deep learning, weight initialization or parameter initialization describes the initial step in creating a neural network. A neural network contains trainable parameters that are modified during training: weight initialization is the pre-training step of assigning initial values to thes... |
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