Now, for Pi Day (March 14), music software programmer Canton Becker has crafted a million-hour song based on Pi that unfolds generatively on a virtual tape deck.
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The Every Woman Biennial, open-ended and somewhat messy, offers one model for moving generatively into this fray in a way that is neither hierarchical nor overly precious.
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Fire moss is dioecious, reproducing generatively with spores and vegetatively through protonemata. The capsules are held horizontally on the end of a long seta (fruit stalk). Fire moss generally fruits abundantly. Wind is the main method of spore dispersal.
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Some models, such as logistic regression, are conditionally trained: they optimize the conditional probability \Pr(Y \vert X) directly on a training set (see empirical risk minimization). Other classifiers, such as naive Bayes, are trained generatively: at training time, the class-conditional distribution \Pr(X \vert Y) and the class prior \Pr(Y) are found, and the conditional distribution \Pr (Y \vert X) is derived using Bayes' rule.
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A DBN can be used to generatively pre-train a deep neural network (DNN) by using the learned DBN weights as the initial DNN weights. Various discriminative algorithms can then tune these weights. This is particularly helpful when training data are limited, because poorly initialized weights can significantly hinder learning. These pre-trained weights end up in a region of the weight space that is closer to the optimal weights than random choices.
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The cup plant, S. perfoliatum, has not been assessed yet. However, desirable traits for biofuels tend to overlap with those of invasive species, such as high productivity, low input requirements, and wide habitat breadth (Raghu et al., 2013). S. perfoliatum fits these criteria, but because generatively reproduced seeds have low germination rates, one could hypothesize that the potential invasiveness is relatively small and that the spread of S. perfoliatum can be contained.
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" In the late 1980s, the "computer revolution" was not only responsible for corporate downsizing, but also increased the demand of employee output. Social critic Jeremy Rifkin states, "Back in the agriculture-based society, people were more attuned to generatively, and middle-stress disorders and diseases of affluence were not part of life. They weren't triggered until the Industrial Age, and now the Information Age has worsened them. Nowadays, instead of seconds, it's nanoseconds.
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Additionally, the plant is not very cold tolerant and is therefore especially grown in places where winters are short and mild. The plant can be reproduced generatively with the seeds. The seeds need a cold stratification of 2 to 3 months. Therefore, it can be sown through summer or autumn and the seeds then germinate in spring. As it is a Perennial plant, it doesn’t need to be sown yearly and has a very long lifespan.
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In contrast to the static view of word meaning (where each word is characterized by a predetermined number of word senses) which imposes a tremendous bottleneck on the performance capability of any natural language processing system, Pustejovsky proposes that the lexicon becomes an active and central component in the linguistic description. The essence of his theory is that the lexicon functions generatively, first by providing a rich and expressive vocabulary for characterizing lexical information; then, by developing a framework for manipulating fine-grained distinctions in word descriptions; and finally, by formalizing a set of mechanisms for specialized composition of aspects of such descriptions of words, as they occur in context, extended and novel sense are generated.Pustejovsky, James. (1995). The Generative Lexicon.
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