glove (global vectors for word representationdownloading word embeddings loading embeddings in models goodfellowian gpus (graphics processing unitsinstalling on aws instanceson aws - overview selecting - supportsetting up on ubuntu - gradient boosting machines - gradient descent gradient propagation gradient-based optimization - backpropagation algorithm - derivativesdefined - gradients stochastic gradient descent - gradients gram matrix graphsdirected acyclic of layers - graphviz - gravesalex greedy sampling ground-truth gru (gated recurrent unitlayers - handwriting transcription hardware - hash collisions hdf heatmaps of class activationvisualizing - overview height_shift range heterogeneous data hidden layers hidden unit hierarchical representation learning index hintongeoffrey hochreitersepp hold-out validation - homogenous data horizontal_flip hsv (hue-saturation-valueformat hyperas library hyperopt hyperparameters optimizing - overview tuning - hyperplanes hypothesis space keras - openblas opencv python scientific suite on ubuntu tensorflow theano on ubuntu intel intermediate activationsvisualizing - investments in deep learning - ipython command joint feature learning jupyter notebooks configuring - overview running on aws gpu instances installing keras setting up aws gpu instances - setting up local port forwarding using from local browsers - using on aws idsia ilsvrc (imagenet large scale visual recognition challenge image classification image data - image segmentation image-classification task imagedatagenerator class imagenet class images editing concept vectors for - flipping generating with variational autoencoders - concept vectors for image editing - overview sampling from latent spaces of - inception blocks inception modules - include_top argument information bottlenecks information distillation pipeline information leaks initial state input data - input_shape argument input_tensor installing cuda cudnn licensed to nvidia kaggle platform overview practice on real-world problems using keras api - directed acyclic graphs of layers - exploring functional apis - implementing deepdream in - installing - layer weight sharing - models as layers - multi-input models - multi-output models - neural style transfer in - recurrent layers in - using callbacks -