torchtext

There are 5 repositories under torchtext topic.

bentrevett / pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
attention cnn-seq2seq encoder-decoder encoder-decoder-model gru lstm neural-machine-translation pytorch pytorch-implementation pytorch-implmention pytorch-nlp pytorch-seq2seq pytorch-tutorial pytorch-tutorials rnn seq2seq sequence-to-sequence torchtext transformer tutorial
Language:Jupyter Notebook 5182
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings
Language:Jupyter Notebook 4256
dalinvip / cnn-lstm-bilstm-deepcnn-clstm-in-pytorch
In PyTorch Learing Neural Networks Likes CNN、BiLSTM
cnn-bilstm cnn-model gru highway-cnn lstm-model model-bilstm pytorch torchtext
Language:Python 1178
smilelight / lightNLP
基于Pytorch和torchtext的自然语言处理深度学习框架。
nlp pytorch torchtext srl deep-learning cws pos relation-extraction dependency-parsing sentence-similarity text-classification python chinese language-model nature-language-process word2vec skip-gram cbow negative-sampling hierarchical-softmax
Language:Python 824
kolloldas / torchnlp
Easy to use NLP library built on PyTorch and TorchText
nlp machine-learning crf pytorch torchtext transformer
Language:Python 252
keitakurita / practical-torchtext
A set of tutorials for torchtext
torchtext nlp pytorch
Language:Jupyter Notebook 188
bentrevett / pytorch-pos-tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
cnn lstm natural-language-processing part-of-speech-tagger pos pos-tagging pytorch pytorch-implementation pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn torchtext tutorial tutorials
Language:Jupyter Notebook 178
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 torchtext pytorch lstm gru textcnn bert dpcnn ernie naive-bayes svm textrnn transformers multi-label-classification bert-text-classification chinese-text-classification
Language:Python 176
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.
pytorch torchtext python nlp
Language:Jupyter Notebook 172
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.
attention cnn deep-learning deeplearning-nlp-models embeddings gpt hugging-face nlp nlp-papers pytorch torchtext transformer tutorials word2vec
Language:Jupyter Notebook 75
waterzxj / UNF
UNF(Universal NLP Framework)
pytorch text-classification sequence-labeling torchtext
Language:Python 70
Huffon / pytorch-transformer-kor-eng
Transformer Implementation using PyTorch for Neural Machine Translation (Korean to English)
deep-learning natural-language-processing sequence-to-sequence pytorch torchtext transformer-pytorch
Language:Python 64
jiacheng-ye / code-for-nlp-beginner
code for nlp beginner, including Sentiment Analysis, NER, NLI and Language Model.
pytorch torchtext nlp
Language:Python 53
hbahadirsahin / nlp-experiments-in-pytorch
PyTorch repository for text categorization and NER experiments in Turkish and English.
pytorch nlp turkish-language text text-categorization ner named-entity-recognition english-language fasttext-embeddings torchtext charcnn textcnn vdcnn conv-deconv transformer padam text-classification text-classifier conditional-random-fields
Language:Python 37
imran3180 / pytorch-nli
pytorch implementation of various models for snli and mnli task
natural-language-processing natural-language-understanding natural-language-inference nli pytorch pytorch-implementation torchtext snli multinli mnli pytorch-nli-baseline bilstm pytorch-nli
Language:Python 34
nn116003 / torchtext-tutorial
torchtext-tutorial (text classification)
torchtext pytorch-nlp-tutorial pytorch deep-learning nlp
Language:Jupyter Notebook 32
jibinmathew69 / Hands-on-NLP-with-PyTorch
Collection of Notebooks for Natural Language Processing with PyTorch
deep-learning deep-neural-networks recurrent-neural-networks rnn pytorch lstm seq2seq word-embeddings attention-model nltk-python spacy-nlp spacy spacy-pipeline torchtext pytorch-implementation pytorch-tutorials pytorch-nlp machine-learning sentiment-analysis nueral-machine-translation
Language:Jupyter Notebook 30
hpanwar08 / sentiment-analysis-torchtext
Seniment Analysis in Torchtext
nlp python pytorch sentiment-analysis torchtext
Language:Jupyter Notebook 19
kklemon / keras-loves-torchtext
Make Torchtext work with Keras.
keras tensorflow torchtext pytorch deep-learning natural-language-processing data-science
Language:Python 18
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 neural-networks convolutional-neural-networks summarization pytorch torchtext cnn ml4code
Language:Python 13
jinudaniel / amazon-fine-food-reviews
Determine the polarity of amazon fine food reviews using ULMFiT, BERT, XLNet and RoBERTa
fastai nlp-machine-learning sentiment-analysis pytorch torchtext bert pytorch-transformers xlnet-pytorch xlnet roberta
Language:Jupyter Notebook 13
koushik-elite / Multi-label-text-classification-based-on-Review
Multi label text classification based on Amazon Product Review, Find the topic/area which the review belogs to. Using TfidfVectorizer and LogisticRegression
deep-learning deep-neural-networks nlp nlp-machine-learning nltk python python3 pytorch rnn-pytorch scikit-learn text-classification tokenization torchtext
Language:Jupyter Notebook 12
gaurav104 / TextClassification
Repository of state of the art text/documentation classification algorithms in Pytorch.
attention classification hierarchical-attention-networks pytorch-implementation torchtext imdb-dataset cnn-text-classification convolutional-attention-network hierarchical-attention-network document-classification self-attention
Language:Jupyter Notebook 11
dksifoua / Neural-Machine-Translation
State of the art of Neural Machine Translation with PyTorch and TorchText.
neural-machine-translation pytorch arxiv torchtext encoder-decoder-architecture sequence-to-sequence recurrent-neural-networks convolutional-neural-networks transformers bleu-score beam-search spacy
Language:Jupyter Notebook 10
RaffaeleGalliera / pytorch-cnn-text-classification
Convolutional Neural Network (CNN) for text classification implemented with PyTorch and TorchText
pytorch convolutional-neural-network text-classification cnn embeddings torchtext tensorboardx nlp pytorch-implementation pytorch-cnn pytorch-cnn-classification pytorch-nlp sentence-classification italian-nlp natural-language-processing word-embeddings
Language:Python 10
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.
pytorch-implementation pytorch-tutorial pytorch attention-is-all-you-need attention transformers transformer-models scratch-implementation seq2seq neural-networks deep-learning encoder-decoder pytorch-seq2seq paper-implementation neural-machine-translation tutorial scratch torchtext python
Language:Jupyter Notebook 10
soni-ratnesh / compendium
Generates summary of a given news article. Used attention seq2seq encoder decoder model.
pytorch torchtext text-summarization gru seq2seq-attn attention-seq2seq abstractive-text-summarization
Language:Jupyter Notebook 10
cggaurav / auto-label-github-issues
Find the labels in Github automatically #opensource #ML
labels lstm ml predict pytorch text-classification torchtext
Language:Python 9
Huffon / pytorch-sentiment-analysis-kor
Sentiment analysis model implementation using PyTorch and torchtext with Korean corpus
deep-learning natural-language-processing sentiment-analysis pytorch torchtext
Language:Python 9
jungwhank / transformer-pl
Transformer Implementation for NMT using PyTorch Lightning (Korean to English)
pytorch pytorch-lightning transformer nlp korean torchtext
Language:Python 9
jxtngx / text
Boilerplate for TorchText Driven Deep Learning Research with PyTorch Lightning and Lightning Fabric
artificial-intelligence deep-learning machine-learning python pytorch pytorch-lightning llm text torchtext lightning-fabric
Language:Python 9
dksifoua / Neural-Image-Caption-Generator
In this project, I define and train an image-to-caption model that can produce descriptions for real world images with Flickr-8k dataset.
image-captioning lstm resnet pytorch torchtext torchvision spacy attention-mechanism bleu-score beam-search
Language:Jupyter Notebook 7
alesee / text-classification-with-rnn
Deep Learning for text classification with Torchtext, PyTorch & FastAI
pytorch torchtext fastai rnn nlp
Language:Jupyter Notebook 6
aminul-huq / CNN-RNN-for-Multiclass-Classification-on-SST-dataset
PyTorch implementation of multi-class sentiment classification on SST dataset using CNN and RNN.
cnn-text-classification rnn-text-classification multiclass-classification pytorch-implementation sst-dataset glove-embeddings nlp convolutional-neural-networks python sentiment-analysis torchtext torch
Language:Jupyter Notebook 6
clay-lab / transductions
A PyTorch framework for creating, running, and reproducing experiments on seq2seq models.
neural-network pytorch seq2seq torchtext
Language:Python 6
pradeepbatchu / speechtotext
Speech to Text with Wav2Vec2 using torchaudio
wav2vec2 torch speech-to-text flask torchaudio wav torchtext torchlight
Language:Python 6

torchtext

bentrevett / pytorch-seq2seq

bentrevett / pytorch-sentiment-analysis

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

smilelight / lightNLP

kolloldas / torchnlp

keitakurita / practical-torchtext

bentrevett / pytorch-pos-tagging

catqaq / OpenTextClassification

atnlp / torchtext-summary

will-thompson-k / deeplearning-nlp-models

waterzxj / UNF

Huffon / pytorch-transformer-kor-eng

jiacheng-ye / code-for-nlp-beginner

hbahadirsahin / nlp-experiments-in-pytorch

imran3180 / pytorch-nli

nn116003 / torchtext-tutorial

jibinmathew69 / Hands-on-NLP-with-PyTorch

hpanwar08 / sentiment-analysis-torchtext

kklemon / keras-loves-torchtext

bentrevett / extreme-summarization-of-source-code

jinudaniel / amazon-fine-food-reviews

koushik-elite / Multi-label-text-classification-based-on-Review

gaurav104 / TextClassification

dksifoua / Neural-Machine-Translation

RaffaeleGalliera / pytorch-cnn-text-classification

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

soni-ratnesh / compendium

cggaurav / auto-label-github-issues

Huffon / pytorch-sentiment-analysis-kor

jungwhank / transformer-pl

jxtngx / text

dksifoua / Neural-Image-Caption-Generator

alesee / text-classification-with-rnn

aminul-huq / CNN-RNN-for-Multiclass-Classification-on-SST-dataset

clay-lab / transductions

pradeepbatchu / speechtotext