├── LICENSE ├── README.md ├── SUMMARY.md ├── spark-logo-trademark.png ├── 分类和回归 ├── readme.md ├── 保序回归 │ ├── imgs │ │ ├── 1.1.png │ │ ├── 1.10.png │ │ ├── 1.11.png │ │ ├── 1.12.png │ │ ├── 1.2.png │ │ ├── 1.3.png │ │ ├── 1.4.png │ │ ├── 1.5.png │ │ ├── 1.6.png │ │ ├── 1.7.png │ │ ├── 1.8.png │ │ └── 1.9.png │ └── isotonic-regression.md ├── 决策树 │ ├── decision-tree.md │ └── imgs │ │ ├── 1.1.png │ │ ├── 1.2.png │ │ ├── 1.3.png │ │ └── 1.4.png ├── 朴素贝叶斯 │ ├── imgs │ │ ├── 1.1.png │ │ ├── 1.2.png │ │ ├── 1.3.png │ │ ├── 1.4.png │ │ ├── 1.5.png │ │ ├── 1.6.png │ │ ├── 1.7.png │ │ ├── 1.8.png │ │ ├── 2.1.png │ │ ├── 2.2.png │ │ ├── 2.3.png │ │ ├── 3.1.png │ │ └── 3.2.png │ └── nb.md ├── 生存回归 │ └── survival-regression.md ├── 线性模型 │ ├── imgs │ │ ├── 1.1.png │ │ ├── 1.2.png │ │ ├── 1.3.png │ │ ├── 1.4.png │ │ ├── 1.5.png │ │ ├── 1.6.png │ │ ├── 1.7.png │ │ ├── 1.8.png │ │ └── introduce1.png │ ├── readme.md │ ├── 回归 │ │ ├── imgs │ │ │ ├── 1.1.png │ │ │ └── 1.2.png │ │ └── regression.md │ ├── 广义线性回归 │ │ └── glr.md │ ├── 支持向量机 │ │ ├── imgs │ │ │ └── 1.1.png │ │ └── lsvm.md │ └── 逻辑回归 │ │ ├── imgs │ │ ├── 1.1.png │ │ ├── 1.2.png │ │ ├── 1.3.png │ │ ├── 1.4.png │ │ ├── 1.5.png │ │ ├── 1.6.png │ │ ├── 1.7.png │ │ ├── 2.1.png │ │ ├── 2.2.png │ │ ├── 2.3.png │ │ ├── 2.4.png │ │ └── 2.5.png │ │ └── logic-regression.md └── 组合树 │ ├── readme.md │ ├── 梯度提升树 │ ├── gbts.md │ └── imgs │ │ ├── 1.1.png │ │ ├── 1.2.png │ │ └── 1.3.png │ └── 随机森林 │ ├── imgs │ ├── 1.1.png │ ├── 1.2.png │ ├── 1.3.png │ └── 1.4.png │ └── random-forests.md ├── 基本统计 ├── correlations.md ├── hypothesis-testing.md ├── imgs │ ├── 1.1.png │ ├── 1.2.png │ ├── 1.3.png │ ├── 1.4.png │ ├── 1.5.png │ ├── 1.6.png │ ├── 2.1.png │ ├── 2.2.png │ ├── 2.3.png │ ├── 5.1.png │ └── 5.2.png ├── kernel-density-estimation.md ├── random-data-generation.md ├── summary-statistics.md └── tratified-sampling.md ├── 推荐 ├── ALS.md ├── imgs │ ├── ALS.1.1.png │ ├── ALS.2.1.png │ ├── ALS.3.1.png │ ├── ALS.3.2.png │ ├── math.1.1.png │ ├── math.2.1.png │ ├── math.2.2.png │ ├── math.2.3.png │ └── math.2.4.png └── papers │ ├── Collaborative Filtering for Implicit Feedback Datasets.pdf │ ├── Large-scale Parallel Collaborative Filtering the Netflix Prize.pdf │ └── Matrix Factorization Techniques for Recommender Systems.pdf ├── 数据类型 ├── data-type.md └── imgs │ └── 1.1.png ├── 最优化算法 ├── IRLS.md ├── L-BFGS │ ├── docs │ │ ├── On the Limited Memory BFGS Method for Large Scale Optimization.pdf │ │ └── Updating Quasi-Newton Matrices with Limited Storage.pdf │ ├── imgs │ │ ├── 1.1.png │ │ ├── 1.2.png │ │ ├── 1.3.png │ │ ├── 1.4.png │ │ ├── 1.5.png │ │ ├── 2.1.png │ │ ├── 2.10.png │ │ ├── 2.11.png │ │ ├── 2.12.png │ │ ├── 2.13.png │ │ ├── 2.14.png │ │ ├── 2.15.png │ │ ├── 2.16.png │ │ ├── 2.17.png │ │ ├── 2.18.png │ │ ├── 2.19.png │ │ ├── 2.2.png │ │ ├── 2.20.png │ │ ├── 2.21.png │ │ ├── 2.22.png │ │ ├── 2.23.jpeg │ │ ├── 2.24.png │ │ ├── 2.25.png │ │ ├── 2.26.png │ │ ├── 2.27.png │ │ ├── 2.28.png │ │ ├── 2.29.png │ │ ├── 2.3.png │ │ ├── 2.30.jpg │ │ ├── 2.31.png │ │ ├── 2.32.png │ │ ├── 2.33.png │ │ ├── 2.34.png │ │ ├── 2.35.gif │ │ ├── 2.36.gif │ │ ├── 2.37.gif │ │ ├── 2.38.gif │ │ ├── 2.39.png │ │ ├── 2.4.png │ │ ├── 2.5.png │ │ ├── 2.6.png │ │ ├── 2.7.png │ │ ├── 2.8.png │ │ └── 2.9.png │ └── lbfgs.md ├── WeightsLeastSquares.md ├── 梯度下降 │ ├── gradient-descent.md │ └── imgs │ │ ├── 1.1.png │ │ ├── 1.2.png │ │ ├── 1.3.png │ │ ├── 1.4.png │ │ └── 1.5.png └── 非负最小二乘 │ ├── NNLS.md │ ├── imgs │ ├── NNLS.2.1.png │ ├── math.1.1.png │ ├── math.1.10.append1.png │ ├── math.1.10.png │ ├── math.1.11.png │ ├── math.1.12.png │ ├── math.1.13.png │ ├── math.1.14.png │ ├── math.1.15.png │ ├── math.1.16.png │ ├── math.1.17.png │ ├── math.1.2.png │ ├── math.1.3.1.png │ ├── math.1.3.png │ ├── math.1.4.png │ ├── math.1.5.png │ ├── math.1.6.png │ ├── math.1.7.png │ ├── math.1.8.png │ ├── math.1.9.png │ ├── math.2.1.png │ ├── math.2.10.png │ ├── math.2.11.a1.png │ ├── math.2.11.png │ ├── math.2.12.png │ ├── math.2.2.a1.png │ ├── math.2.2.a2.png │ ├── math.2.2.png │ ├── math.2.3.png │ ├── math.2.4.png │ ├── math.2.5.a1.png │ ├── math.2.5.a2.png │ ├── math.2.5.png │ ├── math.2.6.png │ ├── math.2.7.png │ ├── math.2.8.png │ ├── math.2.9.png │ ├── math.3.1.png │ └── math.3.2.png │ └── papers │ └── The conjugate gradient method in extreme problems.pdf ├── 特征抽取和转换 ├── Binarizer.md ├── Bucketizer.md ├── CountVectorizer.md ├── DCT.md ├── IndexToString.md ├── MaxAbsScaler.md ├── MinMaxScaler.md ├── OneHotEncoder.md ├── PolynomialExpansion.md ├── QuantileDiscretizer.md ├── RFormula.md ├── SQLTransformer.md ├── StandardScaler.md ├── StopWordsRemover.md ├── StringIndexer.md ├── TF-IDF.md ├── Tokenizer.md ├── VectorAssembler.md ├── VectorIndexer.md ├── VectorSlicer.md ├── Word2Vector.md ├── chi-square-selector.md ├── docs │ └── word2vec.pdf ├── element-wise-product.md ├── imgs │ ├── 1.1.png │ ├── 1.2.png │ ├── 2.1.png │ ├── 2.2.png │ ├── 3.1.png │ ├── 4.1.png │ ├── 5.1.png │ └── 6.1.png ├── n_gram.md └── normalizer.md ├── 聚类 ├── LDA │ ├── docs │ │ ├── Latent Dirichlet Allocation.pdf │ │ ├── On Smoothing and Inference for Topic Models.pdf │ │ ├── Online Learning for Latent Dirichlet Allocation.pdf │ │ └── dirichlet.pdf │ ├── imgs │ │ ├── 1.1.1.png │ │ ├── 1.1.2.png │ │ ├── 1.1.3.png │ │ ├── 1.2.1.png │ │ ├── 1.2.2.png │ │ ├── 1.3.1.png │ │ ├── 1.3.2.png │ │ ├── 1.4.1.png │ │ ├── 1.4.2.png │ │ ├── 1.5.1.png │ │ ├── 1.5.2.png │ │ ├── 1.5.3.png │ │ ├── 1.5.4.png │ │ ├── 1.5.5.png │ │ ├── 1.5.6.png │ │ ├── 1.5.7.png │ │ ├── 1.6.1.png │ │ ├── 1.6.2.png │ │ ├── 1.6.3.png │ │ ├── 1.6.4.png │ │ ├── 1.6.5.png │ │ ├── 1.6.6.png │ │ ├── 1.6.7.png │ │ ├── 1.6.8.png │ │ ├── 1.7.1.png │ │ ├── 1.7.2.png │ │ ├── 1.7.3.png │ │ ├── 1.7.4.png │ │ ├── 2.1.1.png │ │ ├── 2.1.2.png │ │ ├── 2.2.1.png │ │ ├── 2.2.2.png │ │ ├── 2.3.1.png │ │ ├── 2.3.2.png │ │ ├── 2.3.3.png │ │ ├── 2.3.4.png │ │ ├── 2.3.5.png │ │ ├── 3.1.1.png │ │ ├── 3.1.2.png │ │ ├── 3.1.3.png │ │ ├── 3.1.4.png │ │ ├── 3.1.5.png │ │ ├── 3.1.6.png │ │ ├── 3.1.7.png │ │ ├── 3.2.1.png │ │ ├── 3.2.2.png │ │ ├── 3.2.3.png │ │ ├── 3.2.4.png │ │ ├── 3.2.5.png │ │ ├── 3.2.6.png │ │ ├── 3.2.7.png │ │ ├── 3.2.8.png │ │ ├── 3.2.9.png │ │ ├── 3.3.1.png │ │ ├── 3.3.2.png │ │ ├── 3.3.3.png │ │ ├── 3.3.4.png │ │ ├── 3.3.5.png │ │ ├── 3.3.6.png │ │ ├── 3.3.7.png │ │ ├── LDA.png │ │ ├── alg1.png │ │ ├── alg2.png │ │ ├── docs.png │ │ ├── question1.png │ │ ├── question2.png │ │ ├── question3.png │ │ ├── question4.png │ │ └── topic_words.png │ └── lda.md ├── PIC │ ├── imgs │ │ ├── PIC.1.1.png │ │ ├── PIC.1.2.png │ │ ├── PIC.1.3.png │ │ ├── PIC.1.4.png │ │ ├── PIC.1.5.png │ │ └── PIC.1.6.png │ ├── papers │ │ └── Power Iteration Clustering.pdf │ └── pic.md ├── bis-k-means │ ├── bisecting-k-means.md │ ├── imgs │ │ ├── dis-k-means.1.1.png │ │ └── dis-k-means.1.2.png │ └── papers │ │ └── A Comparison of Document Clustering Techniques.pdf ├── gaussian-mixture │ ├── gaussian-mixture.md │ └── imgs │ │ ├── 1.1.png │ │ ├── 1.2.png │ │ ├── 1.3.png │ │ ├── 1.4.png │ 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