yongzhang-hz

Pinned Repositories

bert_distill
BERT distillation（基于BERT的蒸馏实验）
Language:Python0 0 00
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。
Language:Python00
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
Language:Python00
Chinese_Sentence_Classification
Implementation of TextCNN, TextRNN, RCNN, FastText with Pytorch(Pytorch实现中文句子分类)
Language:Python00
CTR_Prediction
CTR prediction using FM FFM and DeepFM
Language:Python00
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
Language:Python00
FastText-on-Chinese
FastText在中文处理上的应用示例。
Language:Python00
fastText_learning
fastText中文实践
Language:Python00
github-slideshow
A robot powered training repository :robot:
Language:HTML00
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。
Language:Python00

yongzhang-hz's Repositories

yongzhang-hz/bert_distill
BERT distillation（基于BERT的蒸馏实验）
Language:Python0 0 00
yongzhang-hz/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。
Language:Python00
yongzhang-hz/Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
Language:Python00
yongzhang-hz/Chinese_Sentence_Classification
Implementation of TextCNN, TextRNN, RCNN, FastText with Pytorch(Pytorch实现中文句子分类)
Language:Python00
yongzhang-hz/CTR_Prediction
CTR prediction using FM FFM and DeepFM
Language:Python00
yongzhang-hz/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
Language:Python00
yongzhang-hz/FastText-on-Chinese
FastText在中文处理上的应用示例。
Language:Python00
yongzhang-hz/fastText_learning
fastText中文实践
Language:Python00
yongzhang-hz/github-slideshow
A robot powered training repository :robot:
Language:HTML00
yongzhang-hz/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。
Language:Python00
yongzhang-hz/LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
yongzhang-hz/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。
yongzhang-hz/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
yongzhang-hz/Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
yongzhang-hz/pytorch-fm
Factorization Machine models in PyTorch
yongzhang-hz/pytorch-loss
label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
yongzhang-hz/spark
Apache Spark - A unified analytics engine for large-scale data processing
yongzhang-hz/Text-Classification-Models-Pytorch
Implementation of State-of-the-art Text Classification Models in Pytorch
yongzhang-hz/word2vec
analysis the source code of word2vec
yongzhang-hz/word2vec-api
Simple web service providing a word embedding model
yongzhang-hz/word2vec-tutorial
中文詞向量訓練教學