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albert_ner Public
albert-crf for NER(Named Entity Recognition),中文实体识别。
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albert_srl Public
albert-crf for SRL(Semantic Role Labeling),中文语义角色标注。
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text_grapher Public
利用java对文章进行分析并图谱化展示(主要提取关键词、实体、依存分析等)。
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车牌识别(vehicle license plate recognition)
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jcorrector Public
jcorrector 中文文本纠错工具, Text Error Correction Tool,Spelling Check
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java-springboot-paddleocr-v2 Public
本项目利用JNI加载paddle-ocr的C++编译的dll库,并利用springboot进行web部署访问。This project uses JNI to load the C++ compiled dll libraries of paddle-ocr, and uses springboot for web deployment
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java-springboot-paddleocr Public
本项目利用java加载paddle-ocr的C++编译的exe文件,并利用springboot进行web部署访问。This project loads the C++ compiled version of paddle-ocr in java and makes use of springboot for web deployment.
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doc_ai Public
这里将paddle中的ocr等模型转为onnx格式,并利用java版深度框架djl加载这些onnx模型进行推理预测尝试。
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punctuation_prediction Public
chinese sentence punctuation prediction,中文句子标点符号预测。
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movie_kg Public
基于知识图谱的电影智能问答。neo4j构建电影图谱,spark ml完成问答意图分类,将问答语句转为cypher查询语句完成匹配查询。
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t5-onnx-corrector Public
t5-model-onnx,中文拼写纠错,Chinese spelling correction。
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knowledge-automatic-tagging Public
题目知识点预测标注。Question knowledge point prediction.
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python_search Public
利用sklearn和gensim中的tfidf,lsa,doc2vec进行查询与文档匹配搜索
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recommendation_methods Public
个性化推荐模型,主要包括als、als_wr、biaslfm、lfm、nmf、svdpp、基于内容、基于内容回归、user-cf、item-cf、slopeone、关联规则以及基于内容和cf的混合等模型。
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albert_lstm_crf_ner Public
albert + lstm + crf实体识别,pytorch实现。识别的主要实体是人名、地名、机构名和时间。albert + lstm + crf (named entity recognition)
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movie_knowledge_graph_app Public
电影知识图谱,主要包括实体识别、实体查询、关系查询以及智能问答等。movie knowledge graph(Entity identification, graph display, and intelligent question and answer)
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Education knowledge graph(graph display, knowledge point tracking, intelligent question and answer,questions knowledge point prediction)。k12教育学科知识图谱,图谱展示,知识点追踪,智能问答以及题目知识点预测。
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learning_to_rank Public
利用lightgbm做(learning to rank)排序学习,包括数据处理、模型训练、模型决策可视化、模型可解释性以及预测等。Use LightGBM to learn ranking, including data processing, model training, model decision visualization, model interpretability and …
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chinese_sentence_paraphrase Public
sentence paraphrase
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intent detection and slot filling 意图识别与槽填充联合模型
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gnn4lp Public
gnn for link prediction,图神经网络用于链接预测。
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spark_data_mining Public
spark tutorial for big data mining。包括app流量运营分析、als推荐、smote样本采样、RFM客户价值分群、AHP层次分析客户价值得分、手机定位数据商圈挖掘、马尔可夫智能邮件预测、时序预测、关联规则、推荐电影好友等。
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bert_ndcg_lp Public
bert-ndcg for LP(Link Prediction),链接预测
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gec_check_template Public
grammatical correction,中文语法纠错模板
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triple_event_extract Public
EventExtraction & TriplesExtraction,复合事件抽取,依存关系三元组抽取
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model2onnx Public
model2onnx,将roberta和macbert模型转为onnx格式,并进行推理。
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micrograd4j Public
A micro scalar-valued Autograd engine developed with java, and a neural net library on top of it.
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macbert-java-onnx Public
MacBERT for Chinese Spelling Correction, macbert中文拼写纠错
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onnx-java Public
onnx-java,这里利用java加载onnx模型,并进行推理。