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A repository showcasing my skills in data analytics and artificial intelligence, mainly through the use of jupyter notebooks. These contain practice of libraries on different kinds of datasets, along with making things from scratch such as preprocessing techniques, models, optimizers and transforms.

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hauntedcupoftea/misc-AI-projects

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CUSTOM-FuzzyProgram.ipynb
CUSTOM-FuzzyProgram.ipynb
 
 
CUSTOM-HiddenMarkovModel.ipynb
CUSTOM-HiddenMarkovModel.ipynb
 
 
CUSTOM-LeastSquare.ipynb
CUSTOM-LeastSquare.ipynb
 
 
CUSTOM-LinAlg+Regression.ipynb
CUSTOM-LinAlg+Regression.ipynb
 
 
CUSTOM-LogisticRegression.ipynb
CUSTOM-LogisticRegression.ipynb
 
 
CUSTOM-MaximumLikelihood.ipynb
CUSTOM-MaximumLikelihood.ipynb
 
 
CUSTOM-MiscAlgorithmPractice.ipynb
CUSTOM-MiscAlgorithmPractice.ipynb
 
 
CUSTOM-Normalization.ipynb
CUSTOM-Normalization.ipynb
 
 
CUSTOM-Regression.ipynb
CUSTOM-Regression.ipynb
 
 
CUSTOM-minimax.ipynb
CUSTOM-minimax.ipynb
 
 
DMBS-Multithreading.ipynb
DMBS-Multithreading.ipynb
 
 
DataAnalytics-customPlotter.ipynb
DataAnalytics-customPlotter.ipynb
 
 
PyTorch-CustomUNetSegmentation.ipynb
PyTorch-CustomUNetSegmentation.ipynb
 
 
README.md
README.md
 
 
skfuzzy-Control.ipynb
skfuzzy-Control.ipynb
 
 
skfuzzy-membershipFunc.ipynb
skfuzzy-membershipFunc.ipynb
 
 
skfuzzy-weatherSim.ipynb
skfuzzy-weatherSim.ipynb
 
 
sklearn-ComparingModelPerformance.ipynb
sklearn-ComparingModelPerformance.ipynb
 
 
sklearn-CrossValidation.ipynb
sklearn-CrossValidation.ipynb
 
 
sklearn-KMeans.ipynb
sklearn-KMeans.ipynb
 
 
sklearn-KMeansClassifier.ipynb
sklearn-KMeansClassifier.ipynb
 
 
sklearn-KNNBreastCancer.ipynb
sklearn-KNNBreastCancer.ipynb
 
 
sklearn-KNearestNeighbors.ipynb
sklearn-KNearestNeighbors.ipynb
 
 
sklearn-MLP.ipynb
sklearn-MLP.ipynb
 
 
sklearn-NaiveBayes.ipynb
sklearn-NaiveBayes.ipynb
 
 
sklearn-OneHot.ipynb
sklearn-OneHot.ipynb
 
 
sklearn-SVM.ipynb
sklearn-SVM.ipynb
 
 
sklearn-Traffic.ipynb
sklearn-Traffic.ipynb
 
 
sklearn-breastCancer.ipynb
sklearn-breastCancer.ipynb
 
 
sklearn-mushroomDataset.ipynb
sklearn-mushroomDataset.ipynb
 
 
tensorflow-HPTuning.ipynb
tensorflow-HPTuning.ipynb
 
 
tensorflow-NeuralStyleTransfer.ipynb
tensorflow-NeuralStyleTransfer.ipynb
 
 
tensorflow-Regression.ipynb
tensorflow-Regression.ipynb
 
 
tensorflow-VisionTransformer.ipynb
tensorflow-VisionTransformer.ipynb
 
 
tensorflow-mnist-MLP.ipynb
tensorflow-mnist-MLP.ipynb
 
 
tensorflow-mnit-CNN.ipynb
tensorflow-mnit-CNN.ipynb
 
 

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ai-notebooks

A repository showcasing my skills in data analytics and artificial intelligence, mainly through the use of jupyter notebooks. These contain practice of libraries on different kinds of datasets, along with making things from scratch such as preprocessing techniques, models, optimizers and transforms.

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A repository showcasing my skills in data analytics and artificial intelligence, mainly through the use of jupyter notebooks. These contain practice of libraries on different kinds of datasets, along with making things from scratch such as preprocessing techniques, models, optimizers and transforms.

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