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pytorch based deep learning solution for bengali nlp task

Home Page: https://bendeep.readthedocs.io

License: MIT License

Python 2.10% Jupyter Notebook 97.90%
sentiment-analysis bengali-sentiment-analysis bengali bangla pytorch bengali-translation

bendeep's Issues

where to get vocab.txt?

i was trying this :

from bendeep import sentiment
model_path = "senti_trained.pt"
vocab_path = "vocab.txt"
text = "রোহিঙ্গা মুসলমানদের দুর্ভোগের অন্ত নেই।জলে কুমির ডাংগায় বাঘ।আজকে দুটি ঘটনা আমাকে ভীষণ ব্যতিত করেছে।নিরবে কিছুক্ষন অশ্রু বিসর্জন দিয়ে মনটাকে হাল্কা করার ব্যর্থ প্রয়াস চালিয়েছি।"
sentiment.analyze(model_path, vocab_path, text)

can you share the vocab.txt with us? i just wanted to test

Getting error while running on colab

I am following the documentation of Machine Translation and trying to run the code on colab. But I am getting the following error

`Error:

Explanation:
Sentence contains out of vocabulary word. That means sentence has a word which not exist in trained data
/usr/local/lib/python3.7/dist-packages/torch/serialization.py:656: SourceChangeWarning: source code of class 'torch.nn.modules.sparse.Embedding' has changed. you can retrieve the original source code by accessing the object's source attribute or set torch.nn.Module.dump_patches = True and use the patch tool to revert the changes.
warnings.warn(msg, SourceChangeWarning)
/usr/local/lib/python3.7/dist-packages/torch/serialization.py:656: SourceChangeWarning: source code of class 'torch.nn.modules.rnn.GRU' has changed. you can retrieve the original source code by accessing the object's source attribute or set torch.nn.Module.dump_patches = True and use the patch tool to revert the changes.
warnings.warn(msg, SourceChangeWarning)
/usr/local/lib/python3.7/dist-packages/torch/serialization.py:656: SourceChangeWarning: source code of class 'torch.nn.modules.linear.Linear' has changed. you can retrieve the original source code by accessing the object's source attribute or set torch.nn.Module.dump_patches = True and use the patch tool to revert the changes.
warnings.warn(msg, SourceChangeWarning)
/usr/local/lib/python3.7/dist-packages/torch/serialization.py:656: SourceChangeWarning: source code of class 'torch.nn.modules.dropout.Dropout' has changed. you can retrieve the original source code by accessing the object's source attribute or set torch.nn.Module.dump_patches = True and use the patch tool to revert the changes.
warnings.warn(msg, SourceChangeWarning)`

FYI, I have successfully run the "Sentiment Analysis" code on colab and got proper output.

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