superhero_name_generation

Tutorial on generation of unique superhero names using RNN
Link to google collab: https://colab.research.google.com/drive/1a_t2T1eHU82jZf2T5tYlFjtnXN5DEom-

Ссылки на полезные ресурсы:

Введение в pytorch tensors: https://github.com/Kyubyong/pytorch_exercises

Неофициальный PyTorch туториал: https://github.com/yunjey/pytorch-tutorial
Достаточно пройти Basics и Intermediate

Basics
    PyTorch Basics
    Linear Regression
    Logistic Regression
    Feedforward Neural Network
Intermediate
    Convolutional Neural Network
    Deep Residual Network
    Recurrent Neural Network
    Bidirectional Recurrent Neural Network
    Language Model (RNN-LM)

Официальные pytorch туториалы:
What is PyTorch? https://pytorch.org/tutorials/beginner/blitz/tensor_tutorial.html#sphx-glr-beginner-blitz-tensor-tutorial-py

Neural Networks https://pytorch.org/tutorials/beginner/blitz/neural_networks_tutorial.html#sphx-glr-beginner-blitz-neural-networks-tutorial-py

Training a Classifier https://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html#sphx-glr-beginner-blitz-cifar10-tutorial-py

Transfer Learning Tutorial https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html

Classifying Names with a Character-Level RNN https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html

Generating Names with a Character-Level RNN https://pytorch.org/tutorials/intermediate/char_rnn_generation_tutorial.html