.. _chap_glossary: ディープラーニング用語集 (Deep Learning Glossary) ================================================= これは、Dive into Deep Learning (D2L) で使用される重要なディープラーニングおよび機械学習の概念をまとめた用語集です。 各用語ページには、定義と関連する章へのリンクが含まれています。 .. toctree:: :maxdepth: 1 action actions actuator agents algorithm aligned artificial-general-intelligence backpropagation binary-classification cbow censored-feedback classification cnn contextual-bandit-problem covariates cpu credit-assignment cross-entropy data data-instance data-point dataset deep deep-learning deep-reinforcement-learning dense-convolutional-network dimensionality distribution-shift end-to-end-training exploit explore family feature-engineering firm gpgpus gpu gradient-descent hdd hierarchical-classification inputs intelligent layers learning learning-algorithm loss-functions machine-learning markov-decision-process model multi-armed-bandit-problem multi-label-classification multiclass-classification nas neural-networks nms objective-function objective-functions observation offline-learning overfitting parameters personalization policy programming-with-data regression reinforcement-learning right rnn sample self-supervised-learning seq2seq sequence-learning sequence-to-sequence-learning sgd squared-error statistical-models supervised-learning surrogate-objective target text-to-speech train unsupervised-learning vit wake-word