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【火炉炼AI】-机器学习系列文章

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Articles
 
 
DatSets
 
 
FireAI_001_FeaturePreprocess.ipynb
 
 
FireAI_002_LabelEncode.ipynb
 
 
FireAI_003_LinearRegressor.ipynb
 
 
FireAI_004_RidgeRegressor.ipynb
 
 
FireAI_005_PolynomialRegressor.ipynb
 
 
FireAI_006_BostonHouse.ipynb
 
 
FireAI_007_SharingBikes.ipynb
 
 
FireAI_008_SimpleClassifier.ipynb
 
 
FireAI_009_LogisticRegression.ipynb
 
 
FireAI_010_NaiveBayersClassifiers.ipynb
 
 
FireAI_011_ClassifierEvaluation.ipynb
 
 
FireAI_012_CarEvaluation.ipynb
 
 
FireAI_013_ClassifyIncome.ipynb
 
 
FireAI_014_SVMLinearClassifier.ipynb
 
 
FireAI_015_UnbalancedDataset.ipynb
 
 
FireAI_016_OutputClassConfidence.ipynb
 
 
FireAI_017_GridSearchParamOptimization.ipynb
 
 
FireAI_018_BuildingEvents.ipynb
 
 
FireAI_019_DodgersTrafficPredict.ipynb
 
 
FireAI_020_KMeansClustering.ipynb
 
 
FireAI_021_ImageVectorQuantization.ipynb
 
 
FireAI_022_MeanShiftAlgorithm.ipynb
 
 
FireAI_023_HierarchicalClustering.ipynb
 
 
FireAI_024_ModelEstimation.ipynb
 
 
FireAI_025_DBSCANAlgorithm.ipynb
 
 
FireAI_026_AffinityProp.ipynb
 
 
FireAI_027_Customers.ipynb
 
 
FireAI_028_SkLearnPipeline.ipynb
 
 
FireAI_029_FindNearestNeighbors.ipynb
 
 
FireAI_030_KNNClassifier.ipynb
 
 
FireAI_031_KNNRegressor.ipynb
 
 
FireAI_032_SimilarityCalculation.ipynb
 
 
FireAI_033_MovieReccomendation.ipynb
 
 
FireAI_034_tokenization.ipynb
 
 
FireAI_035_GetStems.ipynb
 
 
FireAI_036_Lemmatisation.ipynb
 
 
FireAI_037_TextChunking.ipynb
 
 
FireAI_038_BagOfWords.ipynb
 
 
FireAI_039_TextClassifier.ipynb
 
 
FireAI_040_GenderClassify.ipynb
 
 
FireAI_041_SentimentAnalysis.ipynb
 
 
FireAI_042_ThemeModelling.ipynb
 
 
FireAI_043_PandasTimeseries.ipynb
 
 
FireAI_044_HMMs.ipynb
 
 
FireAI_045_HMM_Stocks.ipynb
 
 
FireAI_046_ImgeEdgeDetect.ipynb
 
 
FireAI_047_HistEqualize.ipynb
 
 
FireAI_048_HarrisCorner.ipynb
 
 
FireAI_049_SIFTFeatures.ipynb
 
 
FireAI_050_StarFeatures.ipynb
 
 
FireAI_051_ObjectDetector.ipynb
 
 
FireAI_052_FaceNoseEyeDetector.ipynb
 
 
FireAI_053_PCA.ipynb
 
 
FireAI_054_ICA.ipynb
 
 
FireAI_055_FaceRecognizer.ipynb
 
 
README.md
 
 

README.md

【火炉炼AI】-机器学习系列文章

说明：

1，本部分是【火炉炼AI】系列之机器学习部分的内容。

2，对于每一篇文章分为两部分：文章和代码，其中的文章发布在Articles文件夹下，而代码位于本文件夹下。

3，我所有的文章都同时发布在我的掘金页面和我的简书页面

4，如果有任何问题想联系我，请在我的掘金或简书主页下留言即可。

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