frostjsy's repositories
bert-utils
一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算
awesome-bert
bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
bert-multi-gpu
Feel free to fine tune large BERT models with Multi-GPU and FP16 support.
bert_multi_gpu
文本点击率 multi gpu version of bert with classification / regression， bert token embedding with textcnn
Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
dialog-intent-induction
Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, to appear in EMNLP 2019
few_shot_learning
classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, induction network
Multi_Label_Classifier_finetune
微调预训练语言模型，解决多标签分类任务(可加载BERT、Roberta、Bert-wwm以及albert等知名开源tf格式的模型)
NLP-Project
including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc
nlp_research
NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务
pandarallel
A simple and efficient tool to parallelize Pandas operations on all available CPUs
PredictionAPI
Tutorial on deploying machine learning models to production
sentiment_analysis_textcnn
基于tensorflow 实现的用textcnn方法做情感分析的项目，有数据，可以直接跑。
sklearn-doc-zh
:book: [译] scikit-learn（sklearn） 中文文档
slot_filling_and_intent_detection_of_SLU
slot filling, intent detection, joint training, ATIS & SNIPS datasets, MIT corpus, ELMo, BERT, XLNet
Tensorflow_serving_with_mnist
Creating ML model is a task that requires most attantion while building the AI related business solution. But it is equally necessary to oversee hoe the model will be used after production for usage by user. Tensorflow provides this servicd called tensorflow serving for packing the model and necessary data into a docker container and then deploye it over any server for predictions.
TextClassifier_Transformer
个人基于谷歌开源的BERT编写的文本分类器（基于微调方式），可自由加载NLP领域知名的预训练语言模型BERT、Bert-wwm、Roberta、ALBert以及ERNIE1.0
tf_metrics
Multi-class metrics for Tensorflow