【火炉炼AI】-机器学习系列文章

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Name	Name	Last commit message	Last commit date
Latest commit History 122 Commits 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

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