Neural Networks

How To Use LSTM In NLP Tasks With A Text Classification Example Using Keras

Long Short-Term Memory (LSTM) is a powerful natural language processing (NLP) technique. This powerful algorithm can learn and understand sequential…

3 years ago

CNN In NLP: Top 5 Types & How To Tutorial For Text Classification With TensorFlow

Convolutional Neural Networks (CNN) are a type of deep learning model that is particularly well-suited for tasks that involve working…

3 years ago

Top 5 Best RNN In NLP Simplified & How To Tutorial In Python With Keras

Best RNN For NLP: Elman RNNs, Long short-term memory (LSTM) networks, Gated recurrent units (GRUs), Bi-directional RNNs and Transformer networks…

3 years ago

Encoder Decoder Neural Network Simplified, Explained & State Of The Art

Encoder, decoder and encoder-decoder transformers are a type of neural network currently at the bleeding edge in NLP. This article…

3 years ago

What Is Neural Machine Translation? & 4 Easy Python Tools

Neural machine translation (NMT) is a state-of-the-art technique for translation. Our previous article on translating text in Python covered the…

3 years ago