https://github.com/zabir-nabil/bangla-news-rnn

Bangla news classification and generation
https://github.com/zabir-nabil/bangla-news-rnn

bangla-dataset bangla-news-rnn bangla-nlp bilstm dataset news text-classification

Last synced: about 1 month ago
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Bangla news classification and generation

• Host: GitHub
• URL: https://github.com/zabir-nabil/bangla-news-rnn
• Owner: zabir-nabil
• License: mit
• Created: 2019-07-09T14:20:21.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-10-21T06:32:07.000Z (over 3 years ago)
• Last Synced: 2024-02-18T13:32:09.229Z (4 months ago)
• Topics: bangla-dataset, bangla-news-rnn, bangla-nlp, bilstm, dataset, news, text-classification
• Language: Jupyter Notebook
• Homepage:
• Size: 130 KB
• Stars: 19
• Watchers: 1
• Forks: 11
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• awesome-bangla - Bangla News Category Classification with Bidirectional LSTM

README

        
# bangla-news-rnn

### Bangla Newspaper Dataset

400k+ bangla news samples, 25+ categories https://www.kaggle.com/furcifer/bangla-newspaper-dataset

v2 dataset: https://www.kaggle.com/furcifer/bangla-newspaper-dataset?select=data_v2

DOI: 10.34740/kaggle/dsv/1576225

### Source

Data collected from https://www.prothomalo.com/archive [**Copyright owned by the actual source**]

### Inspiration

The dataset can be used for bangla text classification and generation experiments.

### Todo

- [x] Starter Bidirectional LSTM (91% test accuracy) 

- [x] Weight file [tf-gpu weights](https://drive.google.com/drive/folders/1KP5E6K2xTTfLW_5JAM_H1kjyYv_uphAt) (Trained with RTX-2080 Ti, tensorflow-gpu, keras)

- [ ] BERT

- [ ] XLNet

- [ ] Starter Generative Model