Project Name	Stars	Most Recent Commit	Open Issues	License	Language
Text Classification Pytorch	538	5 years ago	4	mit	Python
Text classification using deep learning models in Pytorch
Structured Self Attention	412	5 years ago	5	mit	Python
A Structured Self-attentive Sentence Embedding
Sqlnet	405	9 months ago	42	bsd-3-clause	Python
Neural Network for generating structured queries from natural language.
Textclf	217	10 months ago	8	mit	Python
TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。
Datastories Semeval2017 Task4	171	6 years ago	8	mit	Python
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Document Classifier Lstm	167	5 months ago	3	mit	Python
A bidirectional LSTM with attention for multiclass/multilabel text classification.
Hierarchical Attention Network	117	6 years ago	3		Jupyter Notebook
Implementation of Hierarchical Attention Networks in PyTorch
Decomp Attn	89	7 years ago	1	mit	Lua
Decomposable Attention Model for Sentence Pair Classification (from https://arxiv.org/abs/1606.01933)
Eval On Nn Of Rc	84	5 years ago		cc-by-sa-4.0
Empirical Evaluation on Current Neural Networks on Cloze-style Reading Comprehension
Image Captions	77	3 years ago	4		Jupyter Notebook
BERT + Image Captioning

Alternatives To Sqlnet

Select To Compare

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

most recent commit 5 years ago

Structured Self Attention ⭐ 412

A Structured Self-attentive Sentence Embedding

most recent commit 5 years ago

Sqlnet ⭐ 405

Neural Network for generating structured queries from natural language.

most recent commit 9 months ago

Textclf ⭐ 217

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextR

most recent commit 10 months ago

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

most recent commit 6 years ago

Document Classifier Lstm ⭐ 167

A bidirectional LSTM with attention for multiclass/multilabel text classification.

most recent commit 5 months ago

Hierarchical Attention Network ⭐ 117

Implementation of Hierarchical Attention Networks in PyTorch

most recent commit 6 years ago

Decomp Attn ⭐ 89

Decomposable Attention Model for Sentence Pair Classification (from https://arxiv.org/abs/1606.01933)

most recent commit 7 years ago

Eval On Nn Of Rc ⭐ 84

Empirical Evaluation on Current Neural Networks on Cloze-style Reading Comprehension

most recent commit 5 years ago

Image Captions ⭐ 77

BERT + Image Captioning

most recent commit 3 years ago

Suggest An Alternative To SQLNet

Alternative Project Comparisons

Sqlnet vs Text Classification Pytorch

Sqlnet vs Structured Self Attention

Sqlnet vs Textclf

Sqlnet vs Datastories Semeval2017 Task4

Sqlnet vs Document Classifier Lstm

Sqlnet vs Hierarchical Attention Network

Sqlnet vs Decomp Attn

Sqlnet vs Eval On Nn Of Rc

Sqlnet vs Image Captions

Popular Attention Projects

Annotated_deep_learning_paper_implementations ⭐ 41,877

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

dependent packages 2total releases 79latest release November 05, 2023most recent commit 3 months ago

Vit Pytorch ⭐ 16,298

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

dependent packages 6total releases 184latest release November 15, 2023most recent commit 4 months ago

Numpy Ml ⭐ 14,162

Machine learning, in numpy

total releases 3latest release June 20, 2020most recent commit 6 months ago

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

most recent commit 5 months ago

External Attention Pytorch ⭐ 10,361

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

total releases 2latest release September 27, 2022most recent commit 3 months ago

Popular Glove Projects

Glove ⭐ 6,480

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

most recent commit 7 months ago

Nlp_ability ⭐ 4,337

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提

most recent commit 2 years ago

Ann Benchmarks ⭐ 4,301

Benchmarks of approximate nearest neighbor libraries in Python

most recent commit 3 months ago

Cs224u ⭐ 2,007

Code for Stanford CS224u

most recent commit 4 months ago

Nlper Interview ⭐ 1,746

该仓库主要记录 NLP 算法工程师相关的面试题

most recent commit 2 years ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Opencv