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文档列表

4_源代码/data/instacart/order_products__prior.csv 577.6 MB
4_源代码/data/instacart/orders.csv 109.0 MB
3_视频/8.Boosting 集成原理.itcast 39.8 MB
3_视频/16.探究用户对物品类别的喜好细分降维.itcast 38.7 MB
3_视频/14.聚类的模型评估.itcast 36.6 MB
3_视频/15.算法优化.itcast 34.5 MB
3_视频/15.特征降维.itcast 32.9 MB
3_视频/9. GBDT.itcast 31.8 MB
3_视频/3.泰坦尼克号乘客生存预测案例实现.itcast 28.1 MB
3_视频/7.随机森林.itcast 26.8 MB
3_视频/12.聚类算法API初步使用.itcast 23.7 MB
3_视频/1.昨日复习.itcast 21.3 MB
3_视频/13.聚类算法原理（实现流程）.itcast 18.1 MB
3_视频/4.决策树可视化.itcast 14.8 MB
3_视频/2.泰坦尼克号乘客生存预测步骤分析.itcast 14.1 MB
3_视频/6.bagging的原理.itcast 14.1 MB
3_视频/10.XGBoost.itcast 13.7 MB
3_视频/11.聚类算法简介.itcast 10.2 MB
3_视频/17.算法选择.itcast 10.1 MB
3_视频/16.文本信息提取.itcast 9.7 MB
3_视频/5.集成学习算法简介.itcast 9.6 MB
3_视频/18.今日总结.itcast 8.7 MB
4_源代码/data/instacart/products.csv 2.2 MB
4_源代码/data/factor_returns.csv 316.4 kB
4_源代码/.ipynb_checkpoints/K-means聚类-checkpoint.ipynb 175.5 kB
4_源代码/聚类算法.ipynb 168.7 kB
4_源代码/.ipynb_checkpoints/基本数据操作-checkpoint.ipynb 145.6 kB
1_教学资料/机器学习算法.xmind 65.2 kB
4_源代码/.ipynb_checkpoints/ndarray的基本操作-checkpoint.ipynb 45.6 kB
4_源代码/.idea/workspace.xml 28.3 kB
4_源代码/.ipynb_checkpoints/数据离散化-checkpoint.ipynb 22.7 kB
4_源代码/.ipynb_checkpoints/ndarray运算-checkpoint.ipynb 17.9 kB
4_源代码/.ipynb_checkpoints/文件的读取和存储-checkpoint.ipynb 16.6 kB
4_源代码/探究用户对物品类别的喜好细分降维.ipynb 9.5 kB
4_源代码/特征选择.ipynb 7.0 kB
2_其它资料/.DS_Store 6.1 kB
3_视频/.DS_Store 6.1 kB
4_源代码/data/instacart/.DS_Store 6.1 kB
4_源代码/data/.DS_Store 6.1 kB
4_源代码/.DS_Store 6.1 kB
.DS_Store 6.1 kB
1_教学资料/.DS_Store 6.1 kB
4_源代码/泰坦尼克号乘客生存预测.ipynb 5.3 kB
4_源代码/tree.dot 3.7 kB
4_源代码/.ipynb_checkpoints/案例-鸢尾花种类预测-checkpoint.ipynb 2.9 kB
4_源代码/data/instacart/aisles.csv 2.6 kB
4_源代码/.ipynb_checkpoints/特征工程-特征提取-checkpoint.ipynb 1.6 kB
4_源代码/.ipynb_checkpoints/预测facebook签到位置-checkpoint.ipynb 581 Bytes
4_源代码/.ipynb_checkpoints/K-近邻算法API演示-checkpoint.ipynb 581 Bytes
4_源代码/.ipynb_checkpoints/案例：癌症分类预测-良／恶性乳腺癌肿瘤预测-checkpoint.ipynb 581 Bytes
4_源代码/.ipynb_checkpoints/scikit-learn中数据集介绍-checkpoint.ipynb 581 Bytes
4_源代码/.idea/4_源代码.iml 459 Bytes
4_源代码/.idea/modules.xml 274 Bytes
4_源代码/.idea/inspectionProfiles/profiles_settings.xml 228 Bytes
4_源代码/.idea/misc.xml 212 Bytes
4_源代码/.ipynb_checkpoints/tf-idf-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/交叉表和透视表-checkpoint.ipynb 72 Bytes
4_源代码/data/.ipynb_checkpoints/3.k-means案例-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/探究用户对物品类别的喜好细分降维-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/缺失值的处理-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/ndarray介绍-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/数据的合并-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/折线图绘制与显示-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/Untitled1-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/泰坦尼克号乘客生存预测-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/常见图形的绘制-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/Pandas介绍-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/案例：泰坦尼克号乘客生存预测-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/分组与聚合-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/聚类算法-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/显示温度变化状况-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/hello_jupyter-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/案例：探究用户对物品类别的喜好-checkpoint.ipynb 72 Bytes
4_源代码/.ipynb_checkpoints/特征选择-checkpoint.ipynb 72 Bytes

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