torchtext
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Implementation of the CBOW model using PyTorch and TorchText
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Jul 3, 2021 - Python
I have recently gained knowledge on how to utilize PyTorch, an open-source machine learning framework that is known for its simplicity, performance, and APIs.
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Apr 23, 2024 - Jupyter Notebook
Classifying intents into seven classes using Deep Learning, Made with Pytorch, Torchtext, Streamlit
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Mar 28, 2021 - Jupyter Notebook
♻ Automatic Humour Detector (AHD) is an artificial intelligent project based on Natural Language Processing (NLP) classification task for predicting wether there's humour in given text or not.
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Aug 29, 2022 - Jupyter Notebook
Make Torchtext work with Keras.
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Apr 3, 2019 - Python
In this repository, I built a Pytorch classifier for text documents.
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Aug 7, 2021 - Jupyter Notebook
nlp projects
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Dec 8, 2022 - Jupyter Notebook
Theory and Application of RNNs and LSTMs to Language Modelling and Machine Translation.
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Dec 6, 2020 - Jupyter Notebook
This repository consists of various deep learning based text classification models. It's more of a plug and play type. Designed in a way that you can customise these projects with little or no efforts on custom datasets.
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Jun 22, 2022 - Jupyter Notebook
Text classification with torchtext pytorch library.
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Feb 25, 2020 - Jupyter Notebook
Electra, BiLSTM + Attention Classifier for Chinese news
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Mar 10, 2021 - Python
Fake news detection on LIAR-PLUS dataset using traditional machine learning techniques and deep learning techniques. Used a normal LSTM network and also contextual attention (with justification) for deep learning techniques.
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Oct 31, 2020 - Python
Repository containing the code to my bachelor thesis about Neural Machine Translation
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Dec 9, 2022 - Python
In this repo, we use torchtext to process text data. Among them, the data set uses kaggle's "Toxic Review" data set(https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge).
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Feb 10, 2020 - Jupyter Notebook
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