elulue's starred repositories
ChineseNLPCorpus
中文自然语言处理数据集,平时做做实验的材料。欢迎补充提交合并。
BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
roberta_zh
RoBERTa中文预训练模型: RoBERTa for Chinese
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
GPT2-Chinese
Chinese version of GPT2 training code, using BERT tokenizer.
TensorFlow-2.x-Tutorials
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。
Python_data_science_by_iris
iris数据集的基本数据分析方法,包括KNN,LG,NB,SVM算法。
sklearn-doc-zh
:book: [译] scikit-learn(sklearn) 中文文档
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
bert-for-tf2
A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
text-classification-models-tf
Tensorflow implementations of Text Classification Models.
nlp-beginner
NLP上手教程
keras_text_classification
implement some fancy text classification models by using keras
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
text-classification-cnn-rnn
CNN-RNN中文文本分类,基于TensorFlow
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
textClassification_Keras
CNN、textCNN、textRCNN with Keras
TextClassification-Keras
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量