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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 TensorFlowDesign_Patterns
Design PatternsDictionaryInterpreter
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
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