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.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Awesome Twitter Data | 847 | 5 months ago | 2 | cc0-1.0 | ||||||
| A list of Twitter datasets and related resources. | ||||||||||
| Fakenewsnet | 794 | a year ago | 54 | Python | ||||||
| This is a dataset for fake news detection research | ||||||||||
| Covid19_twitter | 443 | a year ago | 6 | Jupyter Notebook | ||||||
| Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development | ||||||||||
| Movietweetings | 367 | 2 years ago | mit | |||||||
| A Live Movie Rating Dataset Collected From Twitter | ||||||||||
| Stocknet Dataset | 178 | 5 years ago | 1 | mit | ||||||
| A comprehensive dataset for stock movement prediction from tweets and historical stock prices. | ||||||||||
| Congresstweets | 89 | 9 months ago | 1 | mit | SCSS | |||||
| Datasets of the daily Twitter output of Congress. | ||||||||||
| News Headlines Dataset For Sarcasm Detection | 68 | a year ago | ||||||||
| High quality dataset for the task of Sarcasm Detection | ||||||||||
| Datasets For Hate Speech Detection | 62 | a year ago | 1 | |||||||
| Datasets for Hate Speech Detection | ||||||||||
| Dialogue Datasets | 61 | 6 years ago | 1 | unlicense | ||||||
| A collection of plain text dialogue datasets | ||||||||||
| Hatespeech Twitter | 46 | 2 years ago | 1 | |||||||
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Python
Pytorch
Dataset
Tensorflow
Keras
Classification
Lstm
Tweets
Baseline
Text Classification
Tokenizer
Text Mining
Text Processing
Pytorch Tutorial