OpenGenus IQ: Learn Algorithms, DL, System Design (Page 59)

Denoising Autoencoders (DAEs)

The aim of this article is to discuss the Denoising Autoencoder (DAE) in sufficient detail. Hopefully, by the end of the article, readers would have obtained an understanding of the denoising autoencoder.

Compiler Design

Create AST nodes using LLVM

In this article, we learn how to build a class hierarchy that represents different AST nodes in a programming language whereby the node type has a class where the name of the class represents a syntax element of the programming language.

Compiler Design

Machine dependent optimizations

Code optimization in compiler design is grouped into two major optimization techniques. These are machine-independent and machine-dependent. In this article, we learn about optimization involving the underlying machine.

Algorithms

Algorithm to convert Hexadecimal to Binary

In this article, we have presented the basics of Hexadecimal and Binary representation and an algorithm to convert Hexadecimal to Binary.

Algorithms

Linear Probing in Hashing

In this article, we have explored the algorithmic technique of Linear Probing in Hashing which is used to handle collisions in hashing. We have explained the idea with a detailed example and time and space complexity analysis.

Java

Type Conversion in Java

This article explains the basics of type conversion in Java, as well as potential problems to be aware of.

data science

Data Visualization using Tableau

In this article, we have explored how Tableau can be used for data visualization by using it on Population dataset.

Machine Learning (ML)

ResNeXt architecture

In this article, we have explored the ResNeXt model architecture which has been developed by Facebook. We have provided a Python implementation of ResNeXt along with applications of the model.

Algorithms

Number of Substrings in String of 0s and 1s that have K 1s

In this article, we have explored algorithm to find the Number of Substrings in a String of 0's and 1's that have 'K' number of 1's.

Algorithms

Number of substrings in a string of integers that are divisible by 4

In this article, we have explored algorithms to find the Number of substrings in a string of integers that are divisible by 4.

CSS

Transitions in CSS

CSS Transitions allows property changes in CSS values to occur smoothly over a specified duration.

Machine Learning (ML)

Compare two different Audio in Python

In this article, we have explored how to compare two different audio in Python using librosa library.

Algorithms

Autobiographical Numbers

In this article, we have explored the idea of Autobiographical Numbers along with the algorithm to find Autobiographical Numbers, implementation and Time Complexity analysis.

Compiler Design

Control flow in Intermediate Code Generation

During the construction of the front end of a compiler, we implement statements using control flow. We translate the statements by inheriting a label next that marks the first instruction after the code for this statement.

Compiler Design

Types and Declarations in Intermediate Code Generation

In this article, we learn about types and the storage layouts for names declared within a procedure or class which are allocated at run time when the procedure is called or an object is created.

Compiler Design

Evaluation Orders for SDDs

In this article, we learn about evaluation orders fpr syntax-directed definitions. Dependency graphs are used to determine an evaluation order for instances of attributes in a parse tree.

Algorithms

Reverse a Queue using Stack

In this article, we have explored how to reverse a Queue using Stack data structure.

Algorithms

Reverse a Queue using another Queue

In this article, we will explore how to reverse a Queue using another Queue.

Dynamic Programming (DP)

Longest Increasing Subsequence [3 techniques]

In this article, we have explained the problem of Longest Increasing Subsequence along with 3 techniques (Brute force, Binary Search, Dynamic Programming).

Sorting Algorithms

Different Hybrid Sorting Algorithms

In this article, we will discuss about various Hybrid sorting algorithms such as Tim Sort Algorithm. Hybrid Sorting Algorithms tend to perform better than pure Sorting Algorithms and hence, are widely used in practice.

Web Development

Modal using CSS only

In this article, we will implement a Modal using only plain CSS without the help of JavaScript.

Python

Wait for page load in Selenium (Python)

In this article, I will show 3 different ways to wait for page to load in Python using Selenium.

Compiler Design

Syntax-Directed Translation Schemes

In this article, we learn about syntax-directed translation schemes, a complementary notation to syntax-directed definitions.

Compiler Design

Applications for Syntax-Directed Translation

In this article, we learn about the main application of Syntax-directed Translation which is the construction of syntax trees.

C++

T&& (double ampersand) in C++11

In this article, we have explored the idea of T&& (double ampersand) in C++11. T&& was firstly introduced in the C++ 11 standard which declares an rvalue reference.