Skip to content
#

text-generation

Star

Here are 16 public repositories matching this topic...

Language: Jupyter Notebook
Filter by language
All 1,444 Jupyter Notebook 14 Python 2
Sort: Least recently updated
Sort options
Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

netik1020 / Concise-iPython-Notebooks-for-Deep-learning

Star 44

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

deep-neural-networks text-classification word-embeddings snapshot image-processing text-generation autoencoder image-classification deeplearning text-processing image-segmentation semantic-relationship-extraction keras-neural-networks u-net bi-lstm-crf intent-classification attention-lstm inception-architecture unet-keras
  • Updated Aug 9, 2019
  • Jupyter Notebook

MuntahaShams / Character-level-LSTM-Pytorch

Star 3

In this notebook, I'll construct a character-level LSTM with PyTorch. The network will train character by character on some text, then generate new text character by character. As an example, I will train on Anna Karenina. This model will be able to generate new text based on the text from the book!

deep-neural-networks machine-learning-algorithms text-generation pytorch artificial-intelligence lstm character-encoding character-level-lstm generate-text
  • Updated Apr 20, 2020
  • Jupyter Notebook

OMEGAMAX10 / Text-Generation-with-LSTM

Star 3

Text generation using a character-based RNN with LSTM cells. We will work with a dataset of Shakespeare's writing from Andrej Karpathy's The Unreasonable Effectiveness of Recurrent Neural Networks. Given a sequence of characters from this data ("Shakespear"), train a model to predict the next character in the sequence ("e"). Longer sequences of …

python keras text-generation recurrent-neural-networks lstm rnn lstm-cells text-generation-using-rnn
  • Updated Sep 28, 2020
  • Python

sergio11 / headline_generation_lstm_transformers

Star 1

Explore advanced neural networks for crafting captivating headlines! Compare LSTM 🔄 and Transformer 🔀 models through interactive notebooks 📓 and easy-to-use wrapper classes 🛠️. Ideal for content creators and data enthusiasts aiming to automate and enhance headline generation ✨.

natural-language-processing deep-learning transformers text-generation lstm lstm-model lstm-neural-networks model-comparison text-vectorization model-training model-training-and-evaluation
  • Updated Aug 26, 2024
  • Jupyter Notebook

Asifdotexe / Natural-LangWiz

Star 1

Natural LangWiz is a repository for exploring Natural Language Processing (NLP) techniques through Jupyter notebooks. It covers everything from text preprocessing and sentiment analysis to advanced transformer models. Dive in to see how we turn raw text into actionable insights with a touch of NLP wizardry!

python machine-learning translation sentiment-analysis text-analysis text-generation data-visualization wordcloud web-scraping named-entity-recognition text-summarization topic-modeling vectorization spam-detection grammar-checker api-integration emojification transformer-models data-preprocessing-and-cleaning natural-language-preprocessing
  • Updated Aug 30, 2024
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the text-generation 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 text-generation topic, visit your repo's landing page and select "manage topics."

Learn more