无需编写代码,一个令人愉快的机器学习工具,允许训练,测试和使用模型

支持的模型如下:

+--------------------+----------------------------+-------------------------+
|      regression    |        classification      |        clustering       |
+--------------------+----------------------------+-------------------------+
|   LinearRegression |         LogisticRegression |                  KMeans |
|              Lasso |                      Ridge |     AffinityPropagation |
|          LassoLars |               DecisionTree |                   Birch |
| BayesianRegression |                  ExtraTree | AgglomerativeClustering |
|    HuberRegression |               RandomForest |    FeatureAgglomeration |
|              Ridge |                 ExtraTrees |                  DBSCAN |
|  PoissonRegression |                        SVM |         MiniBatchKMeans |
|      ARDRegression |                  LinearSVM |    SpectralBiclustering |
|  TweedieRegression |                      NuSVM |    SpectralCoclustering |
| TheilSenRegression |            NearestNeighbor |      SpectralClustering |
|    GammaRegression |              NeuralNetwork |               MeanShift |
|   RANSACRegression | PassiveAgressiveClassifier |                  OPTICS |
|       DecisionTree |                 Perceptron |                    ---- |
|          ExtraTree |               BernoulliRBM |                    ---- |
|       RandomForest |           BoltzmannMachine |                    ---- |
|         ExtraTrees |       CalibratedClassifier |                    ---- |
|                SVM |                   Adaboost |                    ---- |
|          LinearSVM |                    Bagging |                    ---- |
|              NuSVM |           GradientBoosting |                    ---- |
|    NearestNeighbor |        BernoulliNaiveBayes |                    ---- |
|      NeuralNetwork |      CategoricalNaiveBayes |                    ---- |
|         ElasticNet |       ComplementNaiveBayes |                    ---- |
|       BernoulliRBM |         GaussianNaiveBayes |                    ---- |
|   BoltzmannMachine |      MultinomialNaiveBayes |                    ---- |
|           Adaboost |                       ---- |                    ---- |
|            Bagging |                       ---- |                    ---- |
|   GradientBoosting |                       ---- |                    ---- |
+--------------------+----------------------------+-------------------------+

 

https://github.com/nidhaloff/igel

https://mp.weixin.qq.com/s?__biz=MzU3NjE4NjQ4MA==&mid=2247494442&idx=3&sn=a9050f43879d06de739df8907a734407&chksm=fd151a35ca629323d6445aaedb212db79d71c56c3774fe076135c53080f3320747a2c065e793

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