Skip to content
#

lstm-neural-networks

Here are 2,112 public repositories matching this topic...

Heart disease is still a major worldwide health concern since it is one of the leading causes of mortality and morbidity in India. Early and precise diagnosis of heart disease can save lives and reduce medical costs. Conventional diagnostic methods, however, are often expensive and need specific equipment and expertise.

  • Updated Jun 11, 2024
  • Jupyter Notebook

This project develops sentiment classification models for IMDB reviews using shallow RNN, unidirectional LSTM, and bidirectional LSTM. It employs GloVe embeddings, evaluates performance with accuracy, precision, recall, and F1 score, and aims to assess the impact of LSTM layers on model effectiveness.

  • Updated Jun 9, 2024
  • Jupyter Notebook

This project aims to predict the next user purchase based on a sequence of past transactions. Using a combination of LSTM and SimpleRNN layers in a neural network, the model processes encoded purchase sequences and predicts future buying behavior, leveraging a synthetic dataset of 47 e-commerce platforms.

  • Updated Jun 8, 2024
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the lstm-neural-networks topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the lstm-neural-networks topic, visit your repo's landing page and select "manage topics."

Learn more