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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 Jan 20, 2024
Jupyter Notebook

bentrevett / pytorch-sentiment-analysis

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 Mar 27, 2024
Jupyter Notebook

fendouai / PyTorchDocs

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

luopeixiang / named_entity_recognition

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

PetrochukM / PyTorch-NLP

Basic Utilities for PyTorch Natural Language Processing (NLP)

python nlp machine-learning natural-language-processing deep-learning neural-network metrics pytorch embeddings dataset data-loader sru word-vectors pytorch-nlp torchnlp

Updated Jul 4, 2023
Python

delip / PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

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

Updated Mar 12, 2023
Jupyter Notebook

pytorch-widedeep

jrzaurin / pytorch-widedeep

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 30, 2025
Python

Doragd / Chinese-Chatbot-PyTorch-Implementation

🍀 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 Jul 25, 2024
Python

zkywsg / Daily-DeepLearning

🔥机器学习/深度学习/Python/大模型/多模态/LLM/deeplearning/Python/Algorithm interview/NLP Tutorial

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

Updated Apr 16, 2025
Jupyter Notebook

scoutbee / pytorch-nlp-notebooks

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
Jupyter Notebook

fendouai / pytorch1.0-cn

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

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

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

Updated Dec 8, 2022
Python

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

yafangy / Review_aspect_extraction

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

epwalsh / nlp-models

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

nlp pytorch pytorch-nlp allennlp

Updated Mar 20, 2024
Python

svishnu88 / DLwithPyTorch

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
Jupyter Notebook

Andrew03 / transformer-abstractive-summarization

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

deep-learning pytorch document-summarization pytorch-nlp

Updated May 29, 2019
Python

FernandoLpz / Text-Classification-LSTMs-PyTorch

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 Mar 25, 2023
Python

ahmetgunduz / pytorch-nlp-project-template

A Light and Modular PyTorch NLP Project Template

nlp pytorch pytorch-nlp

Updated Sep 12, 2020
Python

nikhilbarhate99 / Char-RNN-PyTorch

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

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