Sunbelt Computer Software

Python-Data

Python Data Science notebooks. Just for practice :)

Name		Name	Last commit message	Last commit date
Latest commit History 165 Commits
__pycache__		__pycache__
datasets		datasets
projects/default/default		projects/default/default
readings		readings
AnomalyDetection.ipynb		AnomalyDetection.ipynb
AnomalyDetection_More.ipynb		AnomalyDetection_More.ipynb
Basics.ipynb		Basics.ipynb
CB.ipynb		CB.ipynb
Classification_Wine.ipynb		Classification_Wine.ipynb
Clustering.ipynb		Clustering.ipynb
CrossValidationBasics.ipynb		CrossValidationBasics.ipynb
CrossValidation_TitanicData.ipynb		CrossValidation_TitanicData.ipynb
DSA_Notebook_Search_Engine.ipynb		DSA_Notebook_Search_Engine.ipynb
DataCarpentryBasics.ipynb		DataCarpentryBasics.ipynb
DataCleaningNAs.ipynb		DataCleaningNAs.ipynb
DecisionTreeClassification.ipynb		DecisionTreeClassification.ipynb
DescriptiveStatisticsNumpy.ipynb		DescriptiveStatisticsNumpy.ipynb
DimensionalityReduction.ipynb		DimensionalityReduction.ipynb
DimensionalityReduction_HumanResources.ipynb		DimensionalityReduction_HumanResources.ipynb
FactorAnalysis.ipynb		FactorAnalysis.ipynb
FeatureExtraction_Titanic.ipynb		FeatureExtraction_Titanic.ipynb
FeatureSelection.ipynb		FeatureSelection.ipynb
FeatureSelection_TitanicData.ipynb		FeatureSelection_TitanicData.ipynb
GaussianIris.pkl		GaussianIris.pkl
GuassianTitanic.pkl		GuassianTitanic.pkl
InformationRetrievalWhoosh.ipynb		InformationRetrievalWhoosh.ipynb
JSON_Data.ipynb		JSON_Data.ipynb
KMeansCluster.ipynb		KMeansCluster.ipynb
KNN_NBA_Players.ipynb		KNN_NBA_Players.ipynb
Keras_Cheat_Sheet_Python.pdf		Keras_Cheat_Sheet_Python.pdf
LinearRegressionBasics.ipynb		LinearRegressionBasics.ipynb
LinearSVM_FromScatch_NoShowAppts.ipynb		LinearSVM_FromScatch_NoShowAppts.ipynb
LinearSupportVectorMachineSVM.ipynb		LinearSupportVectorMachineSVM.ipynb
LinearSupportVectorMachines.ipynb		LinearSupportVectorMachines.ipynb
LoadSeries.ipynb		LoadSeries.ipynb
ML algorithms sheet.xlsx		ML algorithms sheet.xlsx
ML_Backorder_Kaggle.ipynb		ML_Backorder_Kaggle.ipynb
MNIST_HandwrittenDigits_Tensorflow.ipynb		MNIST_HandwrittenDigits_Tensorflow.ipynb
MachineLearnPipelines.ipynb		MachineLearnPipelines.ipynb
MarkovChains.ipynb		MarkovChains.ipynb
MulticlassSupportVectorMachineSVM.ipynb		MulticlassSupportVectorMachineSVM.ipynb
MultilayerPerception_Iris_Tensorflow.ipynb		MultilayerPerception_Iris_Tensorflow.ipynb
MultilayerPerception_Tensorflow.ipynb		MultilayerPerception_Tensorflow.ipynb
NCAA_Basketball_2018_Datascrape.ipynb		NCAA_Basketball_2018_Datascrape.ipynb
NCAA_Basketball_2018_Selection.ipynb		NCAA_Basketball_2018_Selection.ipynb
NaiveBayesClassification.ipynb		NaiveBayesClassification.ipynb
NonLinearSVM.ipynb		NonLinearSVM.ipynb
NumpyBasics.ipynb		NumpyBasics.ipynb
Preprocessing.ipynb		Preprocessing.ipynb
PrincipalComponentAnalysis.ipynb		PrincipalComponentAnalysis.ipynb
README.md		README.md
RandomForest.ipynb		RandomForest.ipynb
RedditScrape.ipynb		RedditScrape.ipynb
RegexBasics.ipynb		RegexBasics.ipynb
RegressionAlgorithms.ipynb		RegressionAlgorithms.ipynb
Regression_Wine.ipynb		Regression_Wine.ipynb
StatisticalThinking1.ipynb		StatisticalThinking1.ipynb
StatisticalThinking2.ipynb		StatisticalThinking2.ipynb
Supervised Learning Basics.ipynb		Supervised Learning Basics.ipynb
TFIDF_Analysis.ipynb		TFIDF_Analysis.ipynb
TFIDF_Introduction.ipynb		TFIDF_Introduction.ipynb
TFIDF_SimilarPapers.ipynb		TFIDF_SimilarPapers.ipynb
TFIDF_Text_Classification.ipynb		TFIDF_Text_Classification.ipynb
TFIDF_Text_Clustering.ipynb		TFIDF_Text_Clustering.ipynb
TFIDF_Text_Search_Whoosh.ipynb		TFIDF_Text_Search_Whoosh.ipynb
TFIDF_Text_Search_Whoosh2.ipynb		TFIDF_Text_Search_Whoosh2.ipynb
Test-Notebook.ipynb		Test-Notebook.ipynb
TextClassification.ipynb		TextClassification.ipynb
TextPreprocessing.ipynb		TextPreprocessing.ipynb
TokenizationBasics.ipynb		TokenizationBasics.ipynb
TrainValidate_TrainTest.ipynb		TrainValidate_TrainTest.ipynb
TrainValidate_TrainTest_TitanicData.ipynb		TrainValidate_TrainTest_TitanicData.ipynb
TrainingValidatingML_NaiveBayes_Wine.ipynb		TrainingValidatingML_NaiveBayes_Wine.ipynb
TransferLearning_DogOrCat.ipynb		TransferLearning_DogOrCat.ipynb
TruckScraping.ipynb		TruckScraping.ipynb
TruckScraping2.ipynb		TruckScraping2.ipynb
WebscrappingBeautifulSoup.ipynb		WebscrappingBeautifulSoup.ipynb
api.ipynb		api.ipynb
tf_threads.py		tf_threads.py

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