msb-public-java
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AiLearning-Theory-Applying
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253 Commits (master)

Author SHA1 Message Date
benjas 33a74f5647 Create 2-数据探索.ipynb
5 years ago
benjas 6188873445 Create 2-数据探索-checkpoint.ipynb
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benjas 51fe473179 Create 1-数据清洗.ipynb
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benjas ee9055d10a Create 1-数据清洗-checkpoint.ipynb
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benjas 0c3a337ff9 Delete 数据清洗-checkpoint.ipynb
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benjas 4ac0686607 Update. Create the Item table
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benjas c27374e6d0 Add. Create the Item table
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benjas d4bb88515a Add. Data cleaning
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benjas 092316a420 Add. Data checking
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benjas c93d0f2f24 Add. The process of data mining
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benjas ecee428b6c Add. JData Project introduction
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benjas 75fc4b2c40 Add. Project summary
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benjas 54b934e16d Add. SMOTE solution
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benjas 4d3a4232e5 Add. The effect of different thresholds on the results
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benjas 28bfcb32a3 Add. Problems with test data
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benjas 4c716a49b5 Add. Use Regularization
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benjas 49ca7647e6 Add. train_test_split
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benjas 69c4007bcf Add. Unsubsample
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benjas 70973c2a7e Add. Data StandardScaler
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benjas 7311b35c87 Add. Making plans based on sample differences
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benjas 2bb54658f0 Add. Introduction to the task goal
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benjas b182f94b55 Add download address
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benjas 87299afbfb Delete-Merge to data
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benjas 256f30a2fd Add comment of Conclusions and Document Findings
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benjas 588e865fb9 Add comment of Decision tree
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benjas e670c9a9b9 Add comment of LIME
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benjas 6fbfaf3a64 Add comment of Introduction
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benjas 7de5b074a9 Fix comment
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benjas 733e412c1a Feat-Add Performance comparison between XGBoost and LightGBM
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benjas c49584ad85 Add comment of Scaling Features
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benjas e2d7e2f6e6 Add comment of missing values
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benjas 84d87a38cd Add comment of introduction
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benjas 455390cd18 Add comment of introduction
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benjas 3bf85aa23a Add comment of introduction
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benjas 61c511fc8f Add comment of introduction
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benjas 0f820cc939 Add comment of introduction
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benjas 78873404c0 Add comment of Establish a Baseline
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benjas f65f03d2ef Add comment of Feature Engineering and Selection
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benjas 64705d565b Add comment of Feature Engineering and Selection
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benjas 4dfd6788ed Add comment of Correlations between Features and Target
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benjas dd12d38563 Add comment of Correlations between Features and Target
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benjas 2d2162d77d Add comment of missing values
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benjas 69d2b7c8ab Add comment
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benjas 915cb8c436 Add 模型分析
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benjas 152a6d8eb3 Create 3_模型解释与分析_建筑能源利用率预测.ipynb
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benjas a7e6cf5b6e Create 3_模型解释与分析_建筑能源利用率预测-checkpoint.ipynb
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benjas 9a0f4060cc Create 2_建模_建筑能源利用率预测.ipynb
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benjas ee3dd27779 Create 1_数据预处理_建筑能源利用率预测.ipynb
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benjas e0c119840e Create 2_建模_建筑能源利用率预测-checkpoint.ipynb
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benjas 5c21d7ce31 Create 1_数据预处理_建筑能源利用率预测-checkpoint.ipynb
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benjas 38f15d7ee5 Delete 数据预处理_建筑能源利用率预测-checkpoint.ipynb
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benjas 07c894341d Delete 建模与分析_建筑能源利用率预测-checkpoint.ipynb
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benjas c8eb44f2d6 Delete 数据预处理_建筑能源利用率预测.ipynb
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benjas 3bd98cb7b5 Delete 建模与分析_建筑能源利用率预测.ipynb
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benjas 640fb5fa43 Add 参数调优
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benjas a05e45295e Add 基础模型比较
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benjas 0085dd1c39 Create 数据预处理_建筑能源利用率预测-checkpoint.ipynb
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benjas 16d23a57de Create 建模与分析_建筑能源利用率预测-checkpoint.ipynb
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benjas 51f00583cd Delete 建筑能源利用率预测-checkpoint.ipynb
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benjas c67515eb6b Create 建模与分析_建筑能源利用率预测.ipynb
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benjas 0e9bc19a00 Create 数据预处理_建筑能源利用率预测.ipynb
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benjas cd26a1c587 Delete 建筑能源利用率预测.ipynb
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benjas 9a1e5a8046 Update 建筑能源利用率预测.ipynb
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benjas 4b7154ae02 Create Building Data Report.pdf
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benjas 82414bb1b7 Create 2016_nyc_benchmarking_data_disclosure_definitions.pdf
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benjas ffd1fa05fb Add 特征工程
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benjas 460c507902 Add 多变量展示
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benjas bbff30ad43 Add 变量与结果的关系
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benjas 241610899a Add 处理离群点
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benjas d60643e61a Add 单变量绘图分析
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benjas f2e049936a Add 处理缺失值
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benjas 9cd0cc6063 Add 处理缺失值
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benjas cd2161afba Add 处理缺失值
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benjas 289e93504f Create 建筑能源利用率预测.ipynb
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benjas 68dc09c179 Create 建筑能源利用率预测-checkpoint.ipynb
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benjas 7ac7201fef Create 图像特征.ipynb
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benjas 124fc4e8ad Create 图像特征-checkpoint.ipynb
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benjas af49861d80 Create dog.jpg
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benjas d2763f264e Add word2vec
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benjas 75bb7bdd46 Add 构建文本向量
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benjas c42f9c8239 Create 文本特征处理-词袋模型
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benjas ea1d617753 Create 文本特征处理.ipynb
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benjas ab8872c4e8 Create 常用特征构造方法.ipynb
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benjas 22af266e65 Create 常用特征构造方法-checkpoint.ipynb
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benjas fb77d8fa5c Update 快手用户活跃预测-checkpoint.ipynb
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benjas e9b6ec32bd Update 快手用户活跃预测.ipynb
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benjas aae280bff8 Update 建模预测.ipynb
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benjas febdd7cb1a Update 建模预测-checkpoint.ipynb
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benjas c388a068a6 Update 全部数据集下载地址.txt
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benjas 82d3b12d47 Update 游戏销售数据-常用特征构造方法.ipynb
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benjas 6a392f87b8 Update 游戏销售数据-常用特征构造方法-checkpoint.ipynb
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benjas bec99c864d Create 游戏销售数据-常用特征构造方法.ipynb
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benjas 6b40284984 Create 游戏销售数据-常用特征构造方法-checkpoint.ipynb
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benjas 5fd4f42640 Create vgsales.csv
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benjas 7c83cc721e fix 数据集下载地址
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benjas bbd427d261 Update 模型解释
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benjas d4d96ebd55 Create 疾病引起原因.ipynb
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benjas 5a0495a3fb Create 疾病引起原因-checkpoint.ipynb
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benjas a80b9073d8 Add ShapValues指标分析
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benjas 7d83a8dddc Add 双特征观察
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benjas a866501056 Create 全部数据集下载地址
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benjas 885e7dd9a4 Create 模型解释-checkpoint.ipynb
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benjas bc88cb4301 Create test_data.csv
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benjas dafc3a42e0 Update 特征工程建模-checkpoint.ipynb
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benjas c91e92eae9 Update 快手用户活跃预测-checkpoint.ipynb
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benjas 467dbd0887 Drop data
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benjas 9c20a891f7 Update 模型解释.ipynb
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benjas 0045dee9be Create 模型解释.ipynb
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benjas 463bdea54d Create 特征工程建模-checkpoint.ipynb
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benjas d5f2b31fb1 Create 特征工程建模.ipynb
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benjas 233515e8a5 Create 特征工程建模
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benjas a95987af51 Create 建模预测-checkpoint.ipynb
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benjas 26a039fae5 Update 特征汇总
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benjas ec67cad8a6 Update 道路通行时间预测.ipynb
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benjas 9165da8698 Update 基于回归与插值完成序列特征
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benjas f6ccd1407c Add 基于回归与插值完成序列特征
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benjas 2fae7985e4 Add 时间序的补全方法
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benjas e13dc7087d Update 道路通行时间预测
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benjas 87704aa1fb Add 道路同行时间预测
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benjas c8cc67c977 Update 工业生产预测
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benjas 8e23824b5a Update 更新章节
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