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Python

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  1. 10.2. functools — Higher-order functions and operations on callable objects — Python 3....
  2. 10.1. itertools — Functions creating iterators for efficient looping — Python 3.5.0 doc...
  3. pycharm remote project
  4. Good Taste (Not Python)

Tensorflow

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  1. TF Tutorials
  2. TensorBoard: Visualizing Learning  |  TensorFlow
  3. All symbols in TensorFlow  |  TensorFlow
  4. How to use Tensorboard - Imanol Schlag
  5. Tensorflow Input Pipeline For Large Datasets - Imanol Schlag
  6. TensorFlow Data Input (Part 2): Extensions & Hacks
  7. 6 more

Repos

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  1. VAE
  2. Image Completion
  3. DCGAN
  4. StackGAN
  5. WaveNet
  6. ConvLSTMCell-tensorflow/ConvLSTMCell.py at master · iwyoo/ConvLSTMCell-tensorflow

Tutorials

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  1. For coders
  2. Natural Language Processing in Artificial Intelligence | Sigmoidal
  3. Attention and Augmented Neural Networks
  4. CS231n Convolutional Neural Networks for Visual Recognition
  5. Every single Machine Learning course on the internet, ranked by your reviews
  6. Generative Models
  7. 3 more

Papers

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  1. Contextual RNN-GANs for Abstract Reasoning Diagram Generation
  2. [1611.09904] C-RNN-GAN: Continuous recurrent neural networks with adversarial training

Theory

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  1. Information Theory, Inference, and Learning Algorithms
  2. A Short Course in Information Theory
  3. Course on Information Theory, Pattern Recognition, and Neural Networks - VideoLectures ...
  4. Kullback–Leibler divergence - Wikipedia
  5. Differential entropy - Wikipedia
  6. Conditional probability distribution - Wikipedia
  7. 6 more

Current

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  1. tutorial seq2seq
  2. Google's seq2seq module
  3. TensorFlow Seq2Seq
  4. Tensorflow LSTM for language modelling | Daniels Discoveries
  5. tensorflow-glove
  6. CycleGAN
  7. 8 more
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