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JavaCoreInAction
Java Core tutorial with theory and code examplesML_algorithms_Polynomial_Regression_Regularization
Polynomial Regression with regularizationsML_algorithms_DecisionTree_Bagging_RF
Decision Tree, Bagging, Random Forest with the use of scikit-learnML_algorithms_SVM
Supported Vector Machine from scratch and with use of scikit-learnBotTelegram_ImageStyleTransfer
Implementation of Image Style Transfer with the use of pretrained model from TensorFlow Hub magenta/arbitrary-image-stylization-v1-256/2ML_algorithms_PCA
Principal Component Analysis from scratch and with use of scikit-learnTelegramWeatherBot
Bot Telegram for getting current weather dataML_algorithms_Logistic_Regression_MNIST
Logistic regression for MNIST dataset from scratch and using sklearnML_algorithms_Logistic_Regression
Logistic regression from scratch and using sklearnDL_algorithms_CNN_ImageDataGenerator
ImageDataGenerator for preparing images for CNN, using TensorFlowDL_algorithms_Simple_deepNN
Simple deep NN with 3 hidden layers from scratch and with use of TensorFlowDL_algorithms_Logistic_Regression_as_NN
Logistic Regression as NN with 1 neuron from scratch and with use of TensorFlowML_algorithms_Linear_Regression
Linear regression from scratch and using sklearnDL_algorithms_Simple_NN
Simple NN with 1 hidden layer (tanh activation) from scratch and with use of TensorFlowML_algorithms_KNN
K-Nearest Neighbours from scratch and with use of scikit-learnDL_algorithms_Simple_CNN
Simple Convolutional NN with Pool layer from scratch using numpyML_algorithms_NaiveBayes
Naive Bayes classifier from scratch and with use of scikit-learnML_algorithms_KMeans
K-Means clusterization from scratch and with use of scikit-learnDL_algorithms_Simple_NN_Regularization
Simple NN with L2 regularization and Dropout from scratch and with the use of TensorFlowDL_algorithms_NN_CNN_custom_Callback
Simple NN/CNN with custom Callback using TensorFlowDictionaryInterpreter
Program for testing your writing english skillsBasicSpringSecurityApplication
BasicSpringSecurityApplicationSpringSecurityBaseConfigurationOverXml
SpringSecurityBaseConfigurationSpringMvcPatternsImageHandlingOverXmlConfig
SpringMvcPatternsImageHandlingSpringSecurityBaseConfigurationOverJava
SpringSecurityBaseConfigurationSpringMvcPatternsOverXmlConfiguration
SpringMvcPatternsTrainingWebApplication
Example and technical requirenments for web applicationCalculator
Simple calculator using Swing and AwtSpringMvcPatternsOverJavaConfiguration
SpringMvcPatternsSpringMvcPatternsOverJavaXmlConfiguration
SpringMvcPatternsRefactoringExamples
Examples of refactoring based on Robert Martin's book "Clean Code"Love Open Source and this site? Check out how you can help us