Build a Mosaic Image Generator with the Nearest Neighbor algorithm

The full code is available on Github. A mosaic image is a picture that has been divided into (usually equal sized) tiled sections, each of which is replaced with another photograph that matches the target photo. When viewed…

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A Practical Guide to SVM (Part 2) : TensorFlow Implementation

The full code is available on Github. In┬ápart one of this tutorial, we describe and explore our dataset. In this part, we will implement different SVM model and search for optimal hyper-parameters. Simple SVM model Sklearn custom estimator…

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A Practical Guide to SVM (Part 1) : Data Exploration

The full code is available on Github. Support Vector Machine (SVM) is a popular technique in machine learning for classification and regression. It is highly preferred by many as it produces significant accuracy with less computation power. Chih-Wei…

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Regularization in regression model (RIDGE, LASSO and ELASTIC NET regression)

The full code is available on Github. In this tutorial, we will explore the various regularization option that we have when we are implementing a regression model. We will work with the heart disease dataset and our goal…

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Get Started with Java Reflection API

  The full code is available on Github. 1- Overview Java Reflection is a feature of Java programming language that allows to examine or modify the behavior of methods, classes and interfaces at runtime. In order words, Java…

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Build and Visualize Word2Vec Model on Amazon Reviews

The full code is available on Github. Word2vec is a very popular Natural Language Processing technique nowadays that uses a neural network to learn the vector representations of words called “word embeddings” in a particular text. In this…

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WORKING WITH BOUNDED WILDCARDS IN JAVA

Java Generics is one of the most important feature in java. It helps to write and use parameterized types. It also provide type-safety and compile-time checking. In this tutorial, we will learn how to use bounded parameter type…

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Red-Black based implementation for TreeMap (Part 1)

The full code is available on Github. In this tutorial, we will implement a custom TreeMap data structure. As in the Java Collections Framework, our TreeMap implementation will be based on be based on Red-Black Binary Search Tree…

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JAVA – USEFUL ARRAY TECHNIQUES

An array is a collection of variables of the same type. The length of an array is established when the array is created. After creation, its length is fixed. In this tutorial, we will look at some advanced…

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DECEPTIVE SPAM REVIEW DETECTION WITH CNN USING TENSORFLOW (PART 2)

The full code is available on Github. In this tutorial we will implement a model similar to the SCNN model of Luyang Li’sDocument representation and feature combination for deceptive spam review detection. In that paper, the SCNN model…

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