elulue

demo-fastbert-multi-label-classification

demo-chinese-text-binary-classification-with-bert

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

xlnet_zh

中文预训练XLNet模型: Pre-Trained Chinese XLNet_Large

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）

ZEN

A BERT-based Chinese Text Encoder Enhanced by N-gram Representations

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.

gprof2dot

Converts profiling output to a dot graph.

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"

TextCNN

TextCNN by TensorFlow 2.0.0 ( tf.keras mainly ).

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

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