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torchtext

Here are 90 public repositories matching this topic...

bentrevett / pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Updated Jan 20, 2024
Jupyter Notebook

bentrevett / pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Updated Mar 27, 2024
Jupyter Notebook

dalinvip / cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN、BiLSTM

pytorch gru lstm-model highway-cnn cnn-model cnn-bilstm model-bilstm torchtext

Updated Mar 20, 2023
Python

smilelight / lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

Updated Dec 14, 2020
Python

keitakurita / practical-torchtext

A set of tutorials for torchtext

nlp pytorch torchtext

Updated Jan 31, 2019
Jupyter Notebook

kolloldas / torchnlp

Easy to use NLP library built on PyTorch and TorchText

nlp machine-learning crf pytorch transformer torchtext

Updated Dec 7, 2019
Python

atnlp / torchtext-summary

torchtext使用总结，从零开始逐步实现了torchtext文本预处理过程，包括截断补长，词表构建，使用预训练词向量，构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.

python nlp pytorch torchtext

Updated May 25, 2019
Jupyter Notebook

jibinmathew69 / Hands-on-NLP-with-PyTorch

Collection of Notebooks for Natural Language Processing with PyTorch

Updated Jan 31, 2019
Jupyter Notebook

bentrevett / pytorch-pos-tagging

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

natural-language-processing tutorial tutorials cnn pytorch recurrent-neural-networks lstm rnn pos pos-tagging part-of-speech-tagger pytorch-tutorial pytorch-tutorials pytorch-nlp torchtext pytorch-implementation

Updated Jun 4, 2021
Jupyter Notebook

Huffon / pytorch-transformer-kor-eng

Transformer Implementation using PyTorch for Neural Machine Translation (Korean to English)

natural-language-processing deep-learning pytorch sequence-to-sequence torchtext transformer-pytorch

Updated Apr 16, 2021
Python

catqaq / OpenTextClassification

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

text-classification svm naive-bayes transformers pytorch lstm gru multi-label-classification bert textcnn textrnn dpcnn chinese-text-classification torchtext ernie bert-text-classification

Updated May 3, 2024
Python

jiacheng-ye / code-for-nlp-beginner

code for nlp beginner, including Sentiment Analysis, NER, NLI and Language Model.

nlp pytorch torchtext

Updated Oct 4, 2019
Python

hpanwar08 / sentiment-analysis-torchtext

Seniment Analysis in Torchtext

python nlp sentiment-analysis pytorch torchtext

Updated Apr 29, 2018
Jupyter Notebook

waterzxj / UNF

UNF(Universal NLP Framework)

text-classification pytorch sequence-labeling torchtext

Updated Mar 6, 2020
Python

deeplearning-nlp-models

will-thompson-k / deeplearning-nlp-models

A small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.

nlp deep-learning word2vec tutorials cnn pytorch embeddings transformer attention gpt torchtext hugging-face nlp-papers deeplearning-nlp-models

Updated Dec 10, 2020
Jupyter Notebook

hbahadirsahin / nlp-experiments-in-pytorch

PyTorch repository for text categorization and NER experiments in Turkish and English.

nlp text-classification text pytorch transformer named-entity-recognition ner turkish-language conditional-random-fields english-language textcnn text-classifier text-categorization vdcnn torchtext fasttext-embeddings charcnn conv-deconv padam

Updated Dec 27, 2022
Python

rishabkr / Attention-Is-All-You-Need-Explained-PyTorch

A paper implementation and tutorial from scratch combining various great resources for implementing Transformers discussesd in Attention in All You Need Paper for the task of German to English Translation.

python tutorial deep-learning transformers pytorch neural-networks seq2seq attention scratch neural-machine-translation encoder-decoder pytorch-tutorial attention-is-all-you-need scratch-implementation torchtext pytorch-implementation pytorch-seq2seq paper-implementation transformer-models

Updated Jun 22, 2021
Jupyter Notebook

bentrevett / extreme-summarization-of-source-code

Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchText

machine-learning deep-learning neural-network cnn pytorch neural-networks summarization convolutional-neural-networks ml4code torchtext

Updated Sep 21, 2018
Python

nn116003 / torchtext-tutorial

torchtext-tutorial (text classification)

nlp deep-learning pytorch pytorch-nlp-tutorial torchtext

Updated Mar 6, 2018
Jupyter Notebook

imran3180 / pytorch-nli

pytorch implementation of various models for snli and mnli task

natural-language-processing pytorch natural-language-inference snli natural-language-understanding mnli multinli bilstm nli torchtext pytorch-implementation pytorch-nli-baseline pytorch-nli

Updated Dec 8, 2022
Python

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