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【火炉炼AI】-机器学习系列文章

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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

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Name		Name	Last commit message	Last commit date
Latest commit History 122 Commits
Articles		Articles
DatSets		DatSets
FireAI_001_FeaturePreprocess.ipynb		FireAI_001_FeaturePreprocess.ipynb
FireAI_002_LabelEncode.ipynb		FireAI_002_LabelEncode.ipynb
FireAI_003_LinearRegressor.ipynb		FireAI_003_LinearRegressor.ipynb
FireAI_004_RidgeRegressor.ipynb		FireAI_004_RidgeRegressor.ipynb
FireAI_005_PolynomialRegressor.ipynb		FireAI_005_PolynomialRegressor.ipynb
FireAI_006_BostonHouse.ipynb		FireAI_006_BostonHouse.ipynb
FireAI_007_SharingBikes.ipynb		FireAI_007_SharingBikes.ipynb
FireAI_008_SimpleClassifier.ipynb		FireAI_008_SimpleClassifier.ipynb
FireAI_009_LogisticRegression.ipynb		FireAI_009_LogisticRegression.ipynb
FireAI_010_NaiveBayersClassifiers.ipynb		FireAI_010_NaiveBayersClassifiers.ipynb
FireAI_011_ClassifierEvaluation.ipynb		FireAI_011_ClassifierEvaluation.ipynb
FireAI_012_CarEvaluation.ipynb		FireAI_012_CarEvaluation.ipynb
FireAI_013_ClassifyIncome.ipynb		FireAI_013_ClassifyIncome.ipynb
FireAI_014_SVMLinearClassifier.ipynb		FireAI_014_SVMLinearClassifier.ipynb
FireAI_015_UnbalancedDataset.ipynb		FireAI_015_UnbalancedDataset.ipynb
FireAI_016_OutputClassConfidence.ipynb		FireAI_016_OutputClassConfidence.ipynb
FireAI_017_GridSearchParamOptimization.ipynb		FireAI_017_GridSearchParamOptimization.ipynb
FireAI_018_BuildingEvents.ipynb		FireAI_018_BuildingEvents.ipynb
FireAI_019_DodgersTrafficPredict.ipynb		FireAI_019_DodgersTrafficPredict.ipynb
FireAI_020_KMeansClustering.ipynb		FireAI_020_KMeansClustering.ipynb
FireAI_021_ImageVectorQuantization.ipynb		FireAI_021_ImageVectorQuantization.ipynb
FireAI_022_MeanShiftAlgorithm.ipynb		FireAI_022_MeanShiftAlgorithm.ipynb
FireAI_023_HierarchicalClustering.ipynb		FireAI_023_HierarchicalClustering.ipynb
FireAI_024_ModelEstimation.ipynb		FireAI_024_ModelEstimation.ipynb
FireAI_025_DBSCANAlgorithm.ipynb		FireAI_025_DBSCANAlgorithm.ipynb
FireAI_026_AffinityProp.ipynb		FireAI_026_AffinityProp.ipynb
FireAI_027_Customers.ipynb		FireAI_027_Customers.ipynb
FireAI_028_SkLearnPipeline.ipynb		FireAI_028_SkLearnPipeline.ipynb
FireAI_029_FindNearestNeighbors.ipynb		FireAI_029_FindNearestNeighbors.ipynb
FireAI_030_KNNClassifier.ipynb		FireAI_030_KNNClassifier.ipynb
FireAI_031_KNNRegressor.ipynb		FireAI_031_KNNRegressor.ipynb
FireAI_032_SimilarityCalculation.ipynb		FireAI_032_SimilarityCalculation.ipynb
FireAI_033_MovieReccomendation.ipynb		FireAI_033_MovieReccomendation.ipynb
FireAI_034_tokenization.ipynb		FireAI_034_tokenization.ipynb
FireAI_035_GetStems.ipynb		FireAI_035_GetStems.ipynb
FireAI_036_Lemmatisation.ipynb		FireAI_036_Lemmatisation.ipynb
FireAI_037_TextChunking.ipynb		FireAI_037_TextChunking.ipynb
FireAI_038_BagOfWords.ipynb		FireAI_038_BagOfWords.ipynb
FireAI_039_TextClassifier.ipynb		FireAI_039_TextClassifier.ipynb
FireAI_040_GenderClassify.ipynb		FireAI_040_GenderClassify.ipynb
FireAI_041_SentimentAnalysis.ipynb		FireAI_041_SentimentAnalysis.ipynb
FireAI_042_ThemeModelling.ipynb		FireAI_042_ThemeModelling.ipynb
FireAI_043_PandasTimeseries.ipynb		FireAI_043_PandasTimeseries.ipynb
FireAI_044_HMMs.ipynb		FireAI_044_HMMs.ipynb
FireAI_045_HMM_Stocks.ipynb		FireAI_045_HMM_Stocks.ipynb
FireAI_046_ImgeEdgeDetect.ipynb		FireAI_046_ImgeEdgeDetect.ipynb
FireAI_047_HistEqualize.ipynb		FireAI_047_HistEqualize.ipynb
FireAI_048_HarrisCorner.ipynb		FireAI_048_HarrisCorner.ipynb
FireAI_049_SIFTFeatures.ipynb		FireAI_049_SIFTFeatures.ipynb
FireAI_050_StarFeatures.ipynb		FireAI_050_StarFeatures.ipynb
FireAI_051_ObjectDetector.ipynb		FireAI_051_ObjectDetector.ipynb
FireAI_052_FaceNoseEyeDetector.ipynb		FireAI_052_FaceNoseEyeDetector.ipynb
FireAI_053_PCA.ipynb		FireAI_053_PCA.ipynb
FireAI_054_ICA.ipynb		FireAI_054_ICA.ipynb
FireAI_055_FaceRecognizer.ipynb		FireAI_055_FaceRecognizer.ipynb
README.md		README.md

RayDean/MachineLearning

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【火炉炼AI】-机器学习系列文章

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