├── AnOverviewOfGradientDescentOptimizationAlgorithms ├── README.md ├── images │ ├── contours_evaluation_optimizers.gif │ ├── contours_evaluation_optimizers_final_frame.gif │ ├── contours_evaluation_optimizers_final_frame.png │ ├── loss_function_image_tumblr.png │ ├── nesterov_update_vector.png │ ├── saddle_point_evaluation_optimizers.gif │ ├── saddle_point_evaluation_optimizers_frame.gif │ ├── saddle_point_evaluation_optimizers_frame.png │ ├── sgd_fluctuation.png │ ├── with_momentum.gif │ ├── with_momentum.png │ ├── without_momentum.gif │ └── without_momentum.png ├── nips_2016.sty ├── overview_sgd.bbl ├── overview_sgd.pdf └── overview_sgd.tex ├── Batch_Normalization ├── arx.bbl ├── arx.pdf ├── arx.tex ├── evo-bn.eps ├── evo.eps ├── inception-compare.eps ├── mnist.eps ├── stackengine.sty └── 翻译稿WORD版.docx ├── Batch_remormalization ├── algorithm.sty ├── algorithmic.sty ├── arxiv.bbl ├── arxiv.pdf ├── arxiv.tex ├── baseline.eps ├── biased.eps ├── common.tex ├── fancyhdr.sty ├── ieee.bst ├── natbib.sty ├── packages.tex ├── small.eps └── title.tex ├── README.md └── conditional_generative_adversarial_networks ├── CGAN翻译.pdf ├── baby.jpg ├── cake.jpg ├── diagram.pdf ├── mnist.png ├── nips14submit_e.sty ├── river.jpg ├── track.jpg ├── workshop.aux ├── workshop.bbl ├── workshop.docx ├── workshop.log ├── workshop.pdf └── workshop.tex /AnOverviewOfGradientDescentOptimizationAlgorithms/README.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /AnOverviewOfGradientDescentOptimizationAlgorithms/images/contours_evaluation_optimizers.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JulyEdu-PaperTranslation/DeepLearning/HEAD/AnOverviewOfGradientDescentOptimizationAlgorithms/images/contours_evaluation_optimizers.gif 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