yongzhang-hz Goto Github PK
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yongzhang-hz's Projects
bert_distill
BERT distillation（基于BERT的蒸馏实验 ）
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。
chinese-word-vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
chinese_sentence_classification
Implementation of TextCNN, TextRNN, RCNN, FastText with Pytorch(Pytorch实现中文句子分类)
ctr_prediction
CTR prediction using FM FFM and DeepFM
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
fasttext-on-chinese
FastText在中文处理上的应用示例。
fasttext_learning
fastText中文实践
github-slideshow
A robot powered training repository :robot:
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。
lm-lstm-crf
Empower Sequence Labeling with Task-Aware Language Model
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。
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.
pytorch-fm
Factorization Machine models in PyTorch
pytorch-loss
label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
spark
Apache Spark - A unified analytics engine for large-scale data processing
text-classification-models-pytorch
Implementation of State-of-the-art Text Classification Models in Pytorch
word2vec
analysis the source code of word2vec
word2vec-api
Simple web service providing a word embedding model
word2vec-tutorial
中文詞向量訓練教學
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