GitHub topics: pytorch-nlp

Repositories

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

Language: Python - Size: 99.6 MB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 1,356 - Forks: 193

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！

Language: Python - Size: 7.47 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 2,664 - Forks: 714

bentrevett/pytorch-sentiment-analysis

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

Language: Jupyter Notebook - Size: 1.64 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 4,512 - Forks: 1,181

bentrevett/pytorch-seq2seq

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

Language: Jupyter Notebook - Size: 6.02 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 5,564 - Forks: 1,361

delip/PyTorchNLPBook

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

Language: Jupyter Notebook - Size: 7.73 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2,034 - Forks: 814

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

Language: Jupyter Notebook - Size: 50.3 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 742 - Forks: 155

Welcome to the Pytorch Essentials repository! This Repo aims to cover fundamental to advanced topics related to PyTorch, providing comprehensive resources for learning and mastering this powerful deep learning framework.

Language: Jupyter Notebook - Size: 124 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1

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）

Language: Python - Size: 28.2 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 2,208 - Forks: 536

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

Size: 79.1 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 361 - Forks: 88

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. 👩‍🔧

Language: Python - Size: 81.6 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 896 - Forks: 195

kartikey2807/Transformer-based-GPT-model

Mimic GPT-2 (124 million parameter) like transformer (decoder) model. Compare performance against OpenAI's model on prediction accuracy.

Size: 6.84 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

rhzxg/MicroblogCrawler

微博热榜爬虫

Language: Python - Size: 234 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

bentrevett/pytorch-pos-tagging

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

Language: Jupyter Notebook - Size: 176 KB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 179 - Forks: 27

PetrochukM/PyTorch-NLP 📦

Basic Utilities for PyTorch Natural Language Processing (NLP)

Language: Python - Size: 12.6 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 2,221 - Forks: 256

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.

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 8 - Forks: 2

Praveen-Rangavajhula/cs224n

Assignments from CS224N (Winter 2025) + Notes from YouTube Lectures (2023/2024).

Language: Jupyter Notebook - Size: 52.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Bongwoo2lee/floread

2023 캡스톤디자인 5조

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seopbo/nlp_classification

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

Language: Python - Size: 235 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 230 - Forks: 42

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!

Language: Python - Size: 9.85 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 22 - Forks: 1

AshutoshDongare/convo

Open source voice bot for Humanoid Robots and virtual digital humans

Language: Python - Size: 154 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 7

pranshurastogi29/Amazon_ml_challenge-solution

26th place solution from 3290 teams held on HackerEarth

Language: Jupyter Notebook - Size: 238 KB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 0

ahammadmejbah/The-90-Day-PyTorch-Mastery-Roadmap

Embark on a 90-day journey to master PyTorch! From tensor basics to advanced deep learning, each day offers lessons, hands-on exercises, and curated resources. Gain practical skills to confidently build, train, and deploy models across diverse applications.

Language: Jupyter Notebook - Size: 33.2 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

nikhilbarhate99/Char-RNN-PyTorch

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

Language: Python - Size: 40.6 MB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 46 - Forks: 10

lingualytics/py-lingualytics

A text analytics library with support for codemixed data

Language: Python - Size: 15.3 MB - Last synced at: about 5 hours ago - Pushed at: over 4 years ago - Stars: 37 - Forks: 4

hhxx2015/dialog_wechat

chat robot based on dialogue data from zhihu

Language: Python - Size: 4.42 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

epwalsh/nlp-models

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

Language: Python - Size: 2.46 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 91 - Forks: 9

svishnu88/DLwithPyTorch

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

Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 90 - Forks: 56

ww-rm/weibo-rmdt

Detect rumors on Weibo by PyTorch.

Language: Python - Size: 640 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 2

jman4162/LLM-Tutorials

Explore our "LLM Tutorials" GitHub repository for comprehensive guides on using large language models (LLMs) like Llama 2 with PyTorch. Discover practical examples, code snippets, and expert insights to enhance your NLP projects with the latest techniques in language modeling.

Language: Jupyter Notebook - Size: 7.17 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

acciochris/readcomp 📦

A reading comprehension passage generator

Language: Python - Size: 204 KB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

mohameddhameem/NLPWithPyTorch

Learning Repo for PyToch and basic Neural Network

Language: Jupyter Notebook - Size: 1.56 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

jibinmathew69/Hands-on-NLP-with-PyTorch

Collection of Notebooks for Natural Language Processing with PyTorch

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 30 - Forks: 25

venkat-a/Text_Processing_RNN_LSTM

Text Processing RNN leverages RNN and LSTM models for advanced text processing. It features deep learning techniques for NLP tasks, utilizing GloVe for word embeddings, aimed at both educational and practical applications.

Language: Jupyter Notebook - Size: 15.6 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GishB/PostRecomendationService

Учебный проект по созданию рекомендательной системы постов в рамках программы Karpov.Courses Start ML.

Language: Jupyter Notebook - Size: 57.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

joydeb28/Pytorch-Tutorial

PyTorch Tutorial

Language: Jupyter Notebook - Size: 109 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

normyee/chatbot-pytorch_NLP

ChatBot utilizing neural networks, NLP techniques, and the Bag of Words model. Implements tokenization and stemming for efficient language processing.

Language: Python - Size: 9.77 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

scoutbee/pytorch-nlp-notebooks

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

Language: Jupyter Notebook - Size: 2.78 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 404 - Forks: 162

EagleDangar/SeinfeldChronicles-tv-script-generator

Natural Language Processing (NLP) based and trained on RNNs(LSTM) will be powerful enough to generate a fake TV script on Seinfield American TV series. Building a Seinfeld TV scripts AI generator using RNNs.

Language: Jupyter Notebook - Size: 92.7 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

abdzrahim/PyTorch_for_NLP

These are lecture note for DevCon5 for PyTorch for Natural Language Processing.

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Heidelberg-NLP/SRL-S2S

Encoder-Decoder model for Semantic Role Labeling

Language: Python - Size: 39.1 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 4

ahmetgunduz/pytorch-nlp-project-template

A Light and Modular PyTorch NLP Project Template

Language: Python - Size: 21.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 56 - Forks: 8

urmilkadakia/Neural_Sentiment_Analysis

Implementation of Tree Structured LSTM and Attention Mechanism Models for the task of Sentiment Analysis on Stanford Sentiment Treebank

Language: Python - Size: 71.4 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 1

nka-coder/sentiment-analysis-for-film-review

A Notebook that allows you to determine the sentiment of a reviewer on a movie based on the rewiew that he wrote.

Language: Jupyter Notebook - Size: 254 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

nka-coder/Project-Plagiarism-Detector

A Notebook that allows you to check if a document is plagiarize from a known original source document.

Language: Jupyter Notebook - Size: 65.4 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

SparkDevF19/ai-program-translation

Program Translator AI built on Pytorch

Language: Python - Size: 673 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 6

Andrew03/transformer-abstractive-summarization

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

Language: Python - Size: 41 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 70 - Forks: 14

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.

Language: Python - Size: 704 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 23 - Forks: 5

jamesvovos/nlp-neural-network-project

Built an NLP pipeline and integrated a neural network model using PyTorch. Utilises Relu activation function with 3 linear layers. Intent is to build on this project to create dynamic NPC's in games.

Language: Python - Size: 37.1 KB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

knowrohit/SCRIPTWRITING-USING-RNN

A recurrent neural network to write scripts which detects user input texts and generates a new movie script.

Language: Jupyter Notebook - Size: 53.7 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

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.

Language: Python - Size: 955 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 47 - Forks: 17

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

Language: Python - Size: 31.6 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 97 - Forks: 27

RaffaeleGalliera/pytorch-cnn-text-classification

Convolutional Neural Network (CNN) for text classification implemented with PyTorch and TorchText

Language: Python - Size: 591 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 3

Variable-Embedding/nlp-421 📦

Exploring GloVe Embeddings

Language: Python - Size: 178 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

josepaulosa/NLP_Sentiment_Analysis

Sentiment analysis of the restaurant reviews from YELP dataset using BoW, TF-IDF, Word2Vec, Doc2Vec, Glove and BERT.

Language: Jupyter Notebook - Size: 2.65 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

WING-NUS/PyTorchCRF

A work-in-progress repository to develop a stand-alone lightweight CRF Layer in Pytorch

Language: Python - Size: 29.3 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

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.

Language: Python - Size: 260 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 0

bhavsarpratik/transformers

Implementations of transformer models in pytorch

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LucyLi2021/Hashtag-recommendation-for-twitter-data

Hashtag multilabel classification with machine learning and deep learning models

Language: Python - Size: 248 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

parasdahal/infersent

Implementation of the InferSent paper by Conneau et al., EMNLP2017

Language: Python - Size: 44.9 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

kamigaito/rnnlm-pytorch

RNN-based language models in pytorch

Language: Python - Size: 333 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 4

eagle705/pytorch-transformer-chatbot

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

Language: Python - Size: 47.8 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 47 - Forks: 12

Mrpatekful/dialogue-reinforce

Training chatbot models with reinforcement learning in ParlAI.

Language: Python - Size: 36.1 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 6

devpatelio/Feather-HTN

Our 2020-2021 Hack The North Project that uses REST, Django, and Sentiment Analysis to democratize mental health support while making it accessible through social avenues.

Language: Python - Size: 14.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

ashishpatel26/Awesome-Pytorch-Tutorials

Awesome Pytorch Tutorials

Language: Jupyter Notebook - Size: 3.55 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 23 - Forks: 17

bhattg/Decay-RNN-ACL-SRW2020

This is an official pytorch implementation for the experiments described in the paper - "How much complexity does an RNN architecture need to learn syntax-sensitive dependencies?", Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop

Language: Python - Size: 671 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0