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mlofandrew-ng

吴恩达机器学习课程的讲义，欢迎大家一起学习

msrp2018cnn

CNN，NLP

nli_performance_analysis

comparing the performance of traditional NLP methods based on similarity, Machine learning, and ensemble approaches in predicting similarity between sentence/question pairs.

nlp-beginner-finish

此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。

nltk-python-cn

创建《Python自然语言处理》学习代码的中文注释版本。

nltk_data

NLTK Data

pan_2020_2021_authorship_verification

Source code for the PAN 20/21 shared tasks

paraphrase-identification

paraphrase_identification

A paraphrase identification solution based on natural language processing and machine learning techniques. Developed during the Natural Language Processing and Symbolic and Statistical Learning course at Politehnica Bucharest.

project-2-machinelearning-linearregression-timeseries

Predicting annual car sales from macroeconomic factors and Predicting MSRP of cars based on features, make and model

pyhanlp

中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理

python-pcl

Python bindings to the pointcloud library (pcl)

seqgan

用seqgan训练生成小黄鸡语料

sklearn-ml

各种机器学习方法在sklearn中的使用-菜菜的机器学习sklearn课堂

t5-pegasus

中文生成式预训练模型

task-for-authorship-verification

Encoding text information by pre-trained model for authorship verification

tensorflow-nmt-keras

参考谷歌seq2seq_attention例子,实现中英翻译,有seq2seq(lstm or gru),即seq2seq_attention(lstm or gru),用teacher forcing 进行训练,预测使用beam_search方法.

textclassification-keras

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

textoir

TEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)

tf-longformer

A full pipeline implementation of the tf-longformer for Sequence Classification

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

tutorials

PyTorch tutorials.