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  • ML_Notes Public

    机器学习算法的公式推导以及numpy实现

    Jupyter Notebook 2,044 485 Updated May 2, 2023

  • faster-lgbm-predictor Public

    加速lgbm的预测速度

    Python 1 Updated Mar 11, 2023

  • pipenlp Public

    以Pipeline的方式构建NLP任务，包括文本清洗、关键词提取、特征抽取、文本分类等任务

    Python 4 Apache License 2.0 Updated Jan 8, 2023

  • zhulei227 Public

    Config files for my GitHub profile.

    config github-config
    1 Updated Dec 22, 2022

  • gbdt-is-all-you-need Public

    收集、整理其他技术与gbdt的融合，期望既能保留其他技术所带来的效果提升，又能保留gbdt模型的良好可解释性

    Jupyter Notebook 4 1 Updated Jun 6, 2022

  • Graphx_Notes Public

    Graphx学习笔记

    Jupyter Notebook 4 Updated Jul 12, 2021

  • GNN_Notes Public

    图神经网络(GNN)学习笔记

    Jupyter Notebook 65 13 Updated Jun 15, 2021

  • ML_imblearn Public

    类别不平衡学习，包括采样、代价敏感学习、决策输出补偿以及集成学习等内容

    Jupyter Notebook 36 8 Updated Dec 13, 2020

  • Stacking_Ensembles Public

    Stacking classification and regression

    Python 22 9 Updated Oct 12, 2019

  • Text_Representation Public

    基于gensim对BOW,TFIDF,LDA,LSI,W2V等传统的文本表示模型进行简单的封装，并添加了chi2,互信息等特征选择方法

    Python 12 Updated Sep 30, 2019