Popular GitHub Repositories for Pytorch Nlp

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！

Basic Utilities for PyTorch Natural Language Processing (NLP)

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

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

:four_leaf_clover: Another Chinese chatbot implemented in PyTorch, which is the sub-module of intelligent work order processing robot. ???

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

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

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

PyTorch v1.2?? ?? Transformer API ? ??? ??? Chitchat ??

A text analytics library with support for codemixed data

Program Translator AI built on Pytorch

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

This repository contains the implementation of a Transformer-based model for abstractive text summarization and a rule-based approach for extractive text summarization.

A toolkit designed to simplify summarization research

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

深度学习与PyTorch入门实战教程 基本的数学理论，线性回归，逻辑回归，梯度及梯度下降，损失函数，多分类问题，BatchNorm，卷积神经网络CNN/ResNet，循环神经网络RNN/LSTM，对抗生成网络GAN/WGAN等等，以及对应的PyTorch的实现方式讲解。通过理论与实践相结合的教学方式，学员可以最大程度理解并掌握算法。

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

Language Model for ru-story generation ?‍?

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.