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The Top 23 Python Natural Language Processing Convolutional Neural Networks Open Source Projects

Open source projects categorized as Python Natural Language Processing Convolutional Neural Networks
Categories > Machine Learning > Convolutional Neural Networks
Categories > Machine Learning > Natural Language Processing
Text_classification ⭐ 7,628
all kinds of text classification models and more with deep learning
most recent commit 7 months ago
Codesearchnet ⭐ 2,054
Datasets, tools, and benchmarks for representation learning of code.
most recent commit 2 years ago
Practical Machine Learning With Python ⭐ 2,054
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
most recent commit a year ago
Text_classification ⭐ 1,621
Text Classification Algorithms: A Survey
most recent commit a year ago
Eda_nlp ⭐ 1,405
Data augmentation for NLP, presented at EMNLP 2019
most recent commit a year ago
Text_gcn ⭐ 1,008
Graph Convolutional Networks for Text Classification. AAAI 2019
most recent commit 3 years ago
Pytorchtext ⭐ 959
1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
most recent commit 6 years ago
Lstm Char Cnn Tensorflow ⭐ 737
in progress
most recent commit 6 years ago
Personrelationknowledgegraph ⭐ 480
ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远
most recent commit 5 years ago
Attn2d ⭐ 475
Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction
most recent commit 3 years ago
Text Classification Models Pytorch ⭐ 309
Implementation of State-of-the-art Text Classification Models in Pytorch
most recent commit 5 years ago
Rc Cnn Dailymail ⭐ 282
CNN/Daily Mail Reading Comprehension Task
most recent commit 7 years ago
Cnn Text Classification Tf Chinese ⭐ 235
CNN for Chinese Text Classification in Tensorflow
most recent commit 6 years ago
Dilated Cnn Ner ⭐ 214
Dilated CNNs for NER in TensorFlow
most recent commit 5 years ago
Text Cnn Tensorflow ⭐ 211
Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow
most recent commit 5 years ago
Character Based Cnn ⭐ 209
Implementation of character based convolutional neural network
most recent commit 3 years ago
Cnn Text Classification Keras ⭐ 204
Text Classification by Convolutional Neural Network in Keras
most recent commit 6 years ago
Multihead Siamese Nets ⭐ 173
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
most recent commit a year ago
Hierarchical Attention Networks Pytorch ⭐ 171
Hierarchical Attention Networks for document classification
most recent commit 4 years ago
Chinese Text Classification Pytorch ⭐ 156
中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，Text DPCNN, Transformer，Bert，ERNIE），开箱即用！
most recent commit 9 months ago
Webml Polyfill ⭐ 153
Deprecated, the Web Neural Network Polyfill project has been moved to https://github.com/webmachinelearning/webnn-polyfi
most recent commit a year ago
Twitter Sentiment Cnn ⭐ 133
An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.
most recent commit 6 years ago
Id Cnn Cws ⭐ 130
Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"
most recent commit 3 years ago
The 3 Latest Releases In Python Natural Language Processing Convolutional Neural Networks Open Source Projects
Attacut ⭐ 47
A Fast and Accurate Neural Thai Word Segmenter
dependent packages 3total releases 17latest release March 13, 2020most recent commit 3 years agopypi attacut} Downloads
Caver ⭐ 34
Caver: a toolkit for multilabel text classification.
total releases 6latest release January 10, 2019most recent commit 5 years ago
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