bozonhiggsa/ML_algorithms_PCA

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Created over 3 years ago
Updated over 3 years ago

bozonhiggsa/ML_algorithms_PCA

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Principal Component Analysis from scratch and with use of scikit-learn

JavaCoreInAction

Java Core tutorial with theory and code examples

ML_algorithms_Polynomial_Regression_Regularization

Polynomial Regression with regularizations

Jupyter Notebook

ML_algorithms_DecisionTree_Bagging_RF

Decision Tree, Bagging, Random Forest with the use of scikit-learn

Jupyter Notebook

ML_algorithms_SVM

Supported Vector Machine from scratch and with use of scikit-learn

Jupyter Notebook

BotTelegram_ImageStyleTransfer

Implementation of Image Style Transfer with the use of pretrained model from TensorFlow Hub magenta/arbitrary-image-stylization-v1-256/2

TelegramWeatherBot

Bot Telegram for getting current weather data

ML_algorithms_Logistic_Regression_MNIST

Logistic regression for MNIST dataset from scratch and using sklearn

Jupyter Notebook

ML_algorithms_Logistic_Regression

Logistic regression from scratch and using sklearn

Jupyter Notebook

DL_algorithms_CNN_ImageDataGenerator

ImageDataGenerator for preparing images for CNN, using TensorFlow

Jupyter Notebook

DL_algorithms_Simple_deepNN

Simple deep NN with 3 hidden layers from scratch and with use of TensorFlow

Jupyter Notebook

DL_algorithms_Logistic_Regression_as_NN

Logistic Regression as NN with 1 neuron from scratch and with use of TensorFlow

Jupyter Notebook

ML_algorithms_Linear_Regression

Linear regression from scratch and using sklearn

Jupyter Notebook

DL_algorithms_Simple_NN

Simple NN with 1 hidden layer (tanh activation) from scratch and with use of TensorFlow

Jupyter Notebook

ML_algorithms_KNN

K-Nearest Neighbours from scratch and with use of scikit-learn

Jupyter Notebook

DL_algorithms_Simple_CNN

Simple Convolutional NN with Pool layer from scratch using numpy

Jupyter Notebook

ML_algorithms_NaiveBayes

Naive Bayes classifier from scratch and with use of scikit-learn

Jupyter Notebook

ML_algorithms_KMeans

K-Means clusterization from scratch and with use of scikit-learn

Jupyter Notebook

DL_algorithms_Simple_NN_Regularization

Simple NN with L2 regularization and Dropout from scratch and with the use of TensorFlow

Jupyter Notebook

DL_algorithms_NN_CNN_custom_Callback

Simple NN/CNN with custom Callback using TensorFlow

Jupyter Notebook

Design_Patterns

Design Patterns

DictionaryInterpreter

Program for testing your writing english skills

BasicSpringSecurityApplication

BasicSpringSecurityApplication

SpringSecurityBaseConfigurationOverXml

SpringSecurityBaseConfiguration

SpringMvcPatternsImageHandlingOverXmlConfig

SpringMvcPatternsImageHandling

SpringSecurityBaseConfigurationOverJava

SpringSecurityBaseConfiguration

SpringMvcPatternsOverXmlConfiguration

SpringMvcPatterns

TrainingWebApplication

Example and technical requirenments for web application

Calculator

Simple calculator using Swing and Awt

SpringMvcPatternsOverJavaConfiguration

SpringMvcPatterns

SpringMvcPatternsOverJavaXmlConfiguration

SpringMvcPatterns

RefactoringExamples

Examples of refactoring based on Robert Martin's book "Clean Code"