Introduction to the pytorch library
Text Generation With LSTM Recurrent Neural Networks in Python with Keras want for PyTorch
Open-source Deep Learning framework with dynamic computational graphs, emphasizing flexibility and research. Similar to Tensorflow.
Framework pieces:
- torch: a general purpose array library similar to Numpy that can do computations on GPU when the tensor type is cast to (torch.cuda.TensorFloat)
- torch.autograd: a package for building a computational graph and automatically obtaining gradients
- torch.nn: a Neural Network library with common layers and cost functions
- torch.optim: an optimization package with common optimization algorithms like SGD