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学习机器技术：全套sklearn课程及视频

学习机器技术：全套sklearn课程及视频

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菜菜的sklearn课程（1-12全集）完整教程附视频地址，详情请访问：视频链接

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机器学习-菜菜的sklearn课堂(1-12全课) 附视频地址.zip 预估大小：80个文件
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机器学习-菜菜的sklearn课堂(1-12全课) 附视频地址 文件夹
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04主成分分析PCA与奇异值分解SVD 文件夹
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降维算法 full version.xml 35KB
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record2.ipynb 93KB
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digit recognizor.csv 73.22MB
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降维算法 full version.pdf 2.71MB
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.ipynb_checkpoints 文件夹
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record2-checkpoint.ipynb 72B
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Record-checkpoint.ipynb 350KB
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Record.ipynb 350KB
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参考书2.jpg 93KB
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08支持向量机下 文件夹
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SVM 2 - 案例部分源码.ipynb 373KB
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weather.csv 15.15MB
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Cityclimate.csv 4KB
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weatherAUS5000.csv 539KB
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samplecity.csv 2KB
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SVM (下) full version.pdf 3.33MB
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cityll.csv 4KB
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SVM 2 - 理论部分源码.ipynb 662KB
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SVM数据.zip 4.24MB
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SVM (下) full version.xml 31KB
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.ipynb_checkpoints 文件夹
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SVM 2 - 理论部分源码-checkpoint.ipynb 662KB
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SVM (下) - 源码.zip 222KB
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01 决策树课件数据源码 文件夹
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data.csv 60KB
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决策树原理更新.pdf 3.6MB
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Tree.dot 2KB
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Tree.pdf 28KB
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决策树 full version.pdf 3.31MB
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决策树 原理部分源码.ipynb 178KB
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Taitanic data.zip 32KB
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Tree 2KB
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.ipynb_checkpoints 文件夹
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决策树 案例部分源码-checkpoint.ipynb 35KB
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决策树 原理部分源码-checkpoint.ipynb 178KB
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决策树 案例部分源码.ipynb 35KB
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test.csv 28KB
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07支持向量机上 文件夹
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SVM (上) full version.pdf 7.72MB
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SVM1.ipynb 1.23MB
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.ipynb_checkpoints 文件夹
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SVM1-checkpoint.ipynb 1.23MB
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Record.ipynb 31KB
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SVM (上) full version.xml 21KB
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02随机森林 文件夹
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随机森林 full version.pdf 2.46MB
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sample_submission.csv 235KB
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digit recognizor.zip 14.88MB
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train.csv 73.22MB
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.ipynb_checkpoints 文件夹
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Record.ipynb 242KB
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test.csv 48.75MB
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03数据预处理和特征工程 文件夹
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record.ipynb 133KB
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数据预处理与特征工程 full version.xml 19KB
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Narrativedata.csv 18KB
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digit recognizor.csv 73.22MB
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数据预处理和特征工程 - 数据.zip 8.91MB
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数据预处理与特征工程 full version.pdf 2.58MB
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.ipynb_checkpoints 文件夹
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record-checkpoint.ipynb 133KB
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09回归大家族：线性回归，岭回归，Lasso与多项式回归 文件夹
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线性回归 - 代码.ipynb 473KB
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线性回归 课件 + 代码.zip 4.92MB
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线性回归大家族 full version.pdf 4.98MB
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05逻辑回归与评分卡 文件夹
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逻辑回归 full version.xml 31KB
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vali_data.csv 8.77MB
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逻辑回归.ipynb 55KB
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model_data.csv 20.54MB
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逻辑回归课件 + 数据.zip 5.84MB
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rankingcard.csv 7.21MB
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ScoreData.csv 2KB
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.ipynb_checkpoints 文件夹
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逻辑回归-checkpoint.ipynb 234KB
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评分卡模型-checkpoint.ipynb 266KB
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逻辑回归 full version.pdf 3.03MB
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评分卡模型.ipynb 266KB
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视频地址.txt 44B
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010朴素贝叶斯 文件夹
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Naive Bayes源码.ipynb 2.99MB
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朴素贝叶斯 full version.pdf 3.4MB
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010朴素贝叶斯.rar 4.13MB
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参考书1.jpg 101KB
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011XGBoost 文件夹
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XGBoost full version.pdf 5.31MB
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xgboost code.ipynb 612KB
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xgboost 代码 + 课件.zip 5.36MB
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.ipynb_checkpoints 文件夹
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Untitled-checkpoint.ipynb 72B
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xgboost code-checkpoint.ipynb 611KB
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开始机器学习之前：配置开发环境.pdf 1.64MB
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参考书3.jpg 90KB
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06聚类算法Kmeans 文件夹
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聚类算法KMeans EDU version.pdf 2.19MB
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聚类算法与Kmeans代码.zip 2.52MB
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聚类算法与Kmeans.ipynb 3.39MB
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.ipynb_checkpoints 文件夹
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聚类算法与Kmeans-checkpoint.ipynb 3.39MB
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zip 文件大小：153.32MB