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bentrevett / pytorch-seq2seq

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

tutorial pytorch transformer lstm gru rnn seq2seq attention neural-machine-translation sequence-to-sequence encoder-decoder pytorch-tutorial pytorch-tutorials encoder-decoder-model pytorch-implmention pytorch-nlp torchtext pytorch-implementation pytorch-seq2seq cnn-seq2seq

Updated Aug 4, 2021
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bentrevett / pytorch-sentiment-analysis

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

nlp natural-language-processing tutorial sentiment-analysis word-embeddings transformers cnn pytorch recurrent-neural-networks lstm rnn fasttext bert sentiment-classification pytorch-tutorial pytorch-tutorials cnn-text-classification lstm-sentiment-analysis pytorch-nlp torchtext

Updated Jul 2, 2022
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PetrochukM / PyTorch-NLP

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Open

RuntimeError in torchnlp.nn._weight_drop wrapped by torch.nn.DataParallel

3

bloodwass commented Jun 17, 2019

Expected Behavior

I want to convert torch.nn.Linear modules to weight drop linear modules in my model (possibly big), and I want to train my model with multi-GPUs. However, I have RuntimeError in my sample code. First, I have _weight_drop() which drops some part of weights in torch.nn.Linear (see the code below).

Actual Behavior

RuntimeError: arguments are located on different GPUs at /

Support loading fasttext model from custom file

5

Open

Add GLUE datasets

7

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fendouai / PyTorchDocs

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PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

pytorch pytorch-tutorial pytorch-gan pytorch-cnn pytorch-nlp

Updated Feb 15, 2022
Python

joosthub / PyTorchNLPBook

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Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

nlp natural-language-processing deep-neural-networks deep-learning pytorch neural-networks neural-machine-translation pytorch-tutorial pytorch-nlp

Updated Mar 21, 2020
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luopeixiang / named_entity_recognition

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中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

nlp hmm crf named-entity-recognition ner sequence-labeling bi-lstm bi-lstm-crf pytorch-nlp chinese-ner pytorch-ner

Updated Jun 21, 2022
Python

jrzaurin / pytorch-widedeep

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A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

python deep-learning text images tabular-data pytorch pytorch-cv multimodal-deep-learning pytorch-nlp pytorch-transformers model-hub pytorch-tabular-data

Updated Jul 8, 2022
Python

Doragd / Chinese-Chatbot-PyTorch-Implementation

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🍀 Another Chinese chatbot implemented in PyTorch, which is the sub-module of intelligent work order processing robot. 👩‍🔧

deep-learning chatbot pytorch chinese-nlp pytorch-nlp

Updated Dec 13, 2019
Python

zkywsg / Daily-DeepLearning

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🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial

python nlp machine-learning deep-learning leetcode tensorflow pytorch tensorflow-tutorials leetcode-solutions leetcode-python tensorflow-examples pytorch-tutorial pytorch-tutorials pytorch-nlp

Updated Jul 13, 2021
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scoutbee / pytorch-nlp-notebooks

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Learn how to use PyTorch to solve some common NLP problems with deep learning.

nlp deep-learning pytorch transfer-learning pytorch-tutorial pytorch-nlp

Updated Nov 18, 2019
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fendouai / pytorch1.0-cn

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PyTorch 1.0 官方文档中文版，欢迎关注微信公众号：磐创AI

pytorch pytorch-tutorial pytorch-nlp

Updated Apr 20, 2019

seopbo / nlp_classification

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Implementing nlp papers relevant to classification with PyTorch, gluonnlp

nlp text-classification classification korean-nlp pytorch-nlp pytorch-implementation

Updated Jul 6, 2022
Python

bentrevett / pytorch-pos-tagging

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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
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epwalsh / nlp-models

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NLP research experiments, built on PyTorch within the AllenNLP framework.

nlp pytorch pytorch-nlp allennlp

Updated Mar 17, 2020
Python

svishnu88 / DLwithPyTorch

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Code to accompany my upcoming book "Deep learning with PyTorch Book " from Packt

python deep-learning pytorch pytorch-cnn pytorch-nlp

Updated Jun 9, 2019
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yafangy / Review_aspect_extraction

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CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

yelp-reviews stanford-pos-tagger nlp-machine-learning nlp-keywords-extraction glove-embeddings pytorch-cnn aspect-based-sentiment-analysis yelp-restaurants pytorch-nlp aspect-extraction

Updated Jul 12, 2019
Python

Andrew03 / transformer-abstractive-summarization

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Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"

deep-learning pytorch document-summarization pytorch-nlp

Updated May 29, 2019
Python

eagle705 / pytorch-transformer-chatbot

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PyTorch v1.2에서 생긴 Transformer API 를 이용한 간단한 Chitchat 챗봇

chatbot text-generation pytorch transformer seq2seq chitchat korean-nlp pytorch-nlp transformer-api pytorch-transformer-chatbot

Updated Aug 23, 2019
Python

ahmetgunduz / pytorch-nlp-project-template

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A Light and Modular PyTorch NLP Project Template

nlp pytorch pytorch-nlp

Updated Sep 12, 2020
Python

lingualytics / py-lingualytics

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A text analytics library with support for codemixed data

nlp pytorch nlp-library bert pytorch-nlp

Updated Oct 30, 2020
Python

FernandoLpz / Text-Classification-LSTMs-PyTorch

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The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

text-mining tweets text-classification tensorflow tokenizer keras pytorch lstm classification lstm-model baseline text-processing pytorch-tutorial pytorch-nlp pytorch-implementation tonkens

Updated Jun 22, 2022
Python

jibinmathew69 / Hands-on-NLP-with-PyTorch

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Collection of Notebooks for Natural Language Processing with PyTorch

machine-learning deep-neural-networks deep-learning sentiment-analysis word-embeddings pytorch recurrent-neural-networks spacy lstm rnn seq2seq pytorch-tutorials attention-model spacy-nlp spacy-pipeline pytorch-nlp torchtext nltk-python pytorch-implementation nueral-machine-translation

Updated Jan 31, 2019
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nikhilbarhate99 / Char-RNN-PyTorch

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Minimal implementation of Multi-layer Recurrent Neural Networks (LSTM) for character-level language modelling in PyTorch

nlp natural-language-processing deep-learning pytorch lstm rnn natural-language-generation char-rnn pytorch-tutorial pytorch-nlp pytorch-implementation

Updated Jul 17, 2019
Python

DataSenseiAryan / TS3000_TheChatBOT

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Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.