pytorch-nlp

There are 21 repositories under pytorch-nlp topic.

bentrevett / pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch seq2seq sequence-to-sequence tutorial rnn gru lstm torchtext pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation pytorch-seq2seq attention transformer cnn-seq2seq pytorch-implementation pytorch-tutorials pytorch-nlp
Language:Jupyter Notebook 5639
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch sentiment-analysis tutorial rnn lstm fasttext torchtext sentiment-classification cnn cnn-text-classification lstm-sentiment-analysis pytorch-tutorial pytorch-tutorials pytorch-nlp nlp natural-language-processing recurrent-neural-networks word-embeddings transformers bert
Language:Jupyter Notebook 4558
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-cnn pytorch-nlp pytorch-gan
Language:Python 2793
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）
named-entity-recognition nlp sequence-labeling pytorch-nlp hmm crf bi-lstm-crf ner bi-lstm pytorch-ner chinese-ner
Language:Python 2249
PetrochukM / PyTorch-NLP
Basic Utilities for PyTorch Natural Language Processing (NLP)
data-loader dataset deep-learning embeddings machine-learning metrics natural-language-processing neural-network nlp python pytorch pytorch-nlp sru torchnlp word-vectors
Language:Python 2220
delip / PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial
Language:Jupyter Notebook 2055
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
pytorch tabular-data text images multimodal-deep-learning pytorch-tabular-data pytorch-nlp pytorch-cv pytorch-transformers deep-learning model-hub python
Language:Python 1386
Doragd / Chinese-Chatbot-PyTorch-Implementation
:four_leaf_clover: Another Chinese chatbot implemented in PyTorch, which is the sub-module of intelligent work order processing robot. 👩‍🔧
deep-learning chatbot pytorch pytorch-nlp chinese-nlp
Language:Python 908
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
cv deep-learning leetcode leetcode-python leetcode-solutions llm machine-learning nlp python pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials tensorflow tensorflow-examples tensorflow-tutorials
Language:Jupyter Notebook 787
scoutbee / pytorch-nlp-notebooks
Learn how to use PyTorch to solve some common NLP problems with deep learning.
deep-learning nlp pytorch pytorch-nlp pytorch-tutorial transfer-learning
Language:Jupyter Notebook 420
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-nlp pytorch-tutorial
368
seopbo / nlp_classification
Implementing nlp papers relevant to classification with PyTorch, gluonnlp
classification korean-nlp nlp pytorch-implementation pytorch-nlp text-classification
Language:Python 231
bentrevett / pytorch-pos-tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
torchtext pytorch pos pos-tagging tutorials tutorial rnn lstm cnn pytorch-tutorial pytorch-implementation pytorch-tutorials pytorch-nlp natural-language-processing recurrent-neural-networks part-of-speech-tagger
Language:Jupyter Notebook 180
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
glove-embeddings aspect-based-sentiment-analysis aspect-extraction stanford-pos-tagger pytorch-nlp pytorch-cnn nlp-machine-learning nlp-keywords-extraction yelp-reviews yelp-restaurants
Language:Python 103
epwalsh / nlp-models
NLP research experiments, built on PyTorch within the AllenNLP framework.
allennlp nlp pytorch pytorch-nlp
Language:Python 91
svishnu88 / DLwithPyTorch
Code to accompany my upcoming book "Deep learning with PyTorch Book " from Packt
pytorch python deep-learning pytorch-cnn pytorch-nlp
Language:Jupyter Notebook 91
Andrew03 / transformer-abstractive-summarization
Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"
pytorch-nlp pytorch document-summarization deep-learning
Language:Python 71
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.
pytorch pytorch-nlp text-classification lstm lstm-model tweets baseline tensorflow keras tokenizer tonkens classification text-mining text-processing pytorch-tutorial pytorch-implementation
Language:Python 64
ahmetgunduz / pytorch-nlp-project-template
A Light and Modular PyTorch NLP Project Template
nlp pytorch pytorch-nlp
Language:Python 60
eagle705 / pytorch-transformer-chatbot
PyTorch v1.2에서 생긴 Transformer API 를 이용한 간단한 Chitchat 챗봇
pytorch transformer chitchat chatbot seq2seq korean-nlp text-generation pytorch-nlp transformer-api pytorch-transformer-chatbot
Language:Python 48
nikhilbarhate99 / Char-RNN-PyTorch
Minimal implementation of Multi-layer Recurrent Neural Networks (LSTM) for character-level language modelling in PyTorch
char-rnn deep-learning lstm natural-language-generation natural-language-processing nlp pytorch pytorch-implementation pytorch-nlp pytorch-tutorial rnn
Language:Python 48
lingualytics / py-lingualytics
A text analytics library with support for codemixed data
bert nlp nlp-library pytorch pytorch-nlp
Language:Python 36
ashishpatel26 / Awesome-Pytorch-Tutorials
Awesome Pytorch Tutorials
pytorch pytorch-implementation pytorch-tutorial pytorch-nlp pytorch-deeplearning pytorch-cv
Language:Jupyter Notebook 33
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 31
DataSenseiAryan / TS3000_TheChatBOT
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 :stuck_out_tongue_closed_eyes: BDW it uses Pytorch framework and Python3.
pytorch-implementation pytorch-nlp reddit-dataset neural-machine-translation nmt-chatbot python3 social-network-chatbot deep-learning bidirectional-rnn sqlite3-database beam-search attention-mechanism encoder-decoder-model pytorch-nmt chatbot
Language:Python 24
dccuchile / rivertext
RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!
incremental-learning nlp-machine-learning streaming-algorithms streaming-data online-learning pytorch-nlp cbow skipgram-algorithm wordembeddings
Language:Python 23
kamigaito / rnnlm-pytorch
RNN-based language models in pytorch
pytorch pytorch-implementation pytorch-nlp rnn-language-model
Language:Python 21
ww-rm / weibo-rmdt
Detect rumors on Weibo by PyTorch.
weibo rumor rumor-detection chinese-nlp weibo-crawler pytorch-nlp
Language:Python 21
AshutoshDongare / convo
Open source voice bot for Humanoid Robots and virtual digital humans
voice-assistant chatbot speech-recognition speech-to-text rasa-chatbot nlp nlp-machine-learning conversational-ai voice-chat virtual-assistant conversational-bots nlu pytorch python conversation pytorch-nlp speech
Language:Python 17
Mrpatekful / dialogue-reinforce
Training chatbot models with reinforcement learning in ParlAI.
reinforcement-learning dialogue-generation pytorch-nlp
Language:Python 17
Heidelberg-NLP / SRL-S2S
Encoder-Decoder model for Semantic Role Labeling
allennlp srl semantic-role-labeling cross-lingual-srl pytorch-nlp encoder-decoder-model sequence-to-sequence-models
Language:Python 16
SparkDevF19 / ai-program-translation
Program Translator AI built on Pytorch
treelstm pytorch-nlp encoder-decoder attention-mechanism deep-graph-library flask-server
Language:Python 15
bhavsarpratik / transformers
Implementations of transformer models in pytorch
bert bert-embeddings bert-model deep-learning faiss language-model machine-learning nlp nlp-pytorch pytorch pytorch-implementation pytorch-nlp pytorch-tutorial transfomer
Language:Jupyter Notebook 14
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 11
HRSadeghi / Kasreh_ezafeh
In this repository, we provide a neural model based on BERT and BiLSTM neural networks, which can recognize the Kasreh Ezafeh (Genitive Conjunction /e/) in a Persian sentence or text.
bert bert-model bilstm kasre-ezafe kasreh-ezafeh kasreh-ezafe kasre-ezafeh genitive-conjunction extra-conjunction network neural pytorch machine-learning natural-language-processing neural-network nlp pytorch-nlp
Language:Python 8
MohanKrishnaGR / Infosys_Text-Summarization
This repository contains the implementation of a Transformer-based model for abstractive text summarization and a rule-based approach for extractive text summarization.
automatic-summarization deep-learning pytorch-nlp summarization-dataset text-summarization transformer-models bart
Language:Jupyter Notebook 8

pytorch-nlp

bentrevett / pytorch-seq2seq

bentrevett / pytorch-sentiment-analysis

fendouai / PyTorchDocs

luopeixiang / named_entity_recognition

PetrochukM / PyTorch-NLP

delip / PyTorchNLPBook

jrzaurin / pytorch-widedeep

Doragd / Chinese-Chatbot-PyTorch-Implementation

zkywsg / Daily-DeepLearning

scoutbee / pytorch-nlp-notebooks

fendouai / pytorch1.0-cn

seopbo / nlp_classification

bentrevett / pytorch-pos-tagging

yafangy / Review_aspect_extraction

epwalsh / nlp-models

svishnu88 / DLwithPyTorch

Andrew03 / transformer-abstractive-summarization

FernandoLpz / Text-Classification-LSTMs-PyTorch

ahmetgunduz / pytorch-nlp-project-template

eagle705 / pytorch-transformer-chatbot

nikhilbarhate99 / Char-RNN-PyTorch

lingualytics / py-lingualytics

ashishpatel26 / Awesome-Pytorch-Tutorials

jibinmathew69 / Hands-on-NLP-with-PyTorch

DataSenseiAryan / TS3000_TheChatBOT

dccuchile / rivertext

kamigaito / rnnlm-pytorch

ww-rm / weibo-rmdt

AshutoshDongare / convo

Mrpatekful / dialogue-reinforce

Heidelberg-NLP / SRL-S2S

SparkDevF19 / ai-program-translation

bhavsarpratik / transformers

RaffaeleGalliera / pytorch-cnn-text-classification

HRSadeghi / Kasreh_ezafeh

MohanKrishnaGR / Infosys_Text-Summarization