Algorithm Engineer, interested in NLP&Machine Learning&Recommendation
- Beijing
Pinned Loading
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SelfLearning
SelfLearning Public该项目主要是自学过程中对于一些知识点的整理,项目整体分为四部分,分别是算法、工程、工具和数学知识。算法部分主要是常用的机器学习(LR、SVM、树模型、XGBoost、LightGBM和CatBoost等)和深度学习算法(NLP和CV以及一些基础知识),工程部分主要是spark和hive
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MachineLearningProcess
MachineLearningProcess Public主要包含ModelHelper和NLPHelper,其中ModelHelper主要有特征选择、超参数搜索、模型解释和模型融合等,NLPHelper则是进一步封装了NLP一些常用的操作,常用的网络结构以及几个NLP的任务
Python 2
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Data-Competition-TopSolution
Data-Competition-TopSolution PublicForked from Smilexuhc/Data-Competition-TopSolution
Data competition Top Solution 数据竞赛top解决方案开源整理
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Chinese-Text-Classification-Pytorch
Chinese-Text-Classification-Pytorch PublicForked from 649453932/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。
Python
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deep-learning-papers-translation
deep-learning-papers-translation PublicForked from ZS167275/deep-learning-papers-translation
深度学习论文翻译,包括分类论文,检测论文等
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deeplearning-models
deeplearning-models PublicForked from rasbt/deeplearning-models
A collection of various deep learning architectures, models, and tips
Jupyter Notebook
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