yongzhang-hz's repositories
spark
Apache Spark - A unified analytics engine for large-scale data processing
daisyRec
A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks
pytorch-loss
label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
github-slideshow
A robot powered training repository :robot:
nlp_xiaojiang
自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Sentence Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,bert+bilstm+crf),数据增强(text augment, data enhance),同义句同义词生成,句子主干提取(mainpart),中文汉语短文本相似度,文本特征工程,keras-http-service调用
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
KnowledgeDistillation
Knowledge distillation in text classification with pytorch. 知识蒸馏,中文文本分类,教师模型BERT、XLNET,学生模型biLSTM。
word2vec-api
Simple web service providing a word embedding model
LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
Chinese-Text-Classification-Pytorch
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
pytorch-fm
Factorization Machine models in PyTorch
bert_distill
BERT distillation(基于BERT的蒸馏实验 )
word2vec
analysis the source code of word2vec
nlp-journey
nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等,涉及到各种与nlp相关的算法,基于keras和tensorflow。
Chinese_Sentence_Classification
Implementation of TextCNN, TextRNN, RCNN, FastText with Pytorch(Pytorch实现中文句子分类)
Text-Classification-Models-Pytorch
Implementation of State-of-the-art Text Classification Models in Pytorch
CTR_Prediction
CTR prediction using FM FFM and DeepFM
fastText_learning
fastText中文实践
word2vec-tutorial
中文詞向量訓練教學
FastText-on-Chinese
FastText在中文处理上的应用示例。