Building LSTMs with PyTorch and Lightning AI Part 1: First Steps with LSTMs (opens in new tab)

In this article, we will explore how to implement an LSTM using PyTorch and Lightning. For more details about LSTMs, there is a . Imports To begin, we first import the required modules. import torch import torch.nn as nn import torch.nn.functional as F Introducing a New Optimizer We also introduce a new optimizer: from torch.optim import Adam Adam is used to fit the neural network to the data. It works similarly to SGD, but in practice, Adam often converges faster and adapts the learning rate...