FernandoLpz / Text-Classification-LSTMs-PyTorch

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

Date Created 2020-01-29 (4 years ago)

Commits 56 (last one 2 years ago)

Stargazers 64 (0 this week)

Watchers 3 (0 this week)

Forks 21

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RepositoryStats indexes 595,856 repositories, of these FernandoLpz/Text-Classification-LSTMs-PyTorch is ranked #398,019 (33rd percentile) for total stargazers, and #427,587 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #75,766/119,431.

FernandoLpz/Text-Classification-LSTMs-PyTorch is also tagged with popular topics, for these it's ranked: pytorch (#4,449/6025), tensorflow (#1,787/2255), keras (#607/794), classification (#390/543), text-classification (#206/279), text-mining (#94/120)

Other Information

FernandoLpz/Text-Classification-LSTMs-PyTorch has 2 open pull requests on Github, 3 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there is 1 open issue and 1 closed issue.

All Topics

lstm keras tweets pytorch tonkens baseline tokenizer lstm-model tensorflow pytorch-nlp text-mining classification text-processing pytorch-tutorial text-classification pytorch-implementation

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2 commits on the default branch (master) since jan '22

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The only known language in this repository is Python

updated: 2024-12-12 @ 11:32pm, id: 236896268 / R_kgDODh7ADA