OpenGenus IQ: Learn Algorithms, DL, System Design (Page 74)

Sed command in Linux

Some tasks such as searching and replacing text in a text file can be done much more faster and efficiently, in this article we discuss the sed stream editor and some of its useful commands that get the job done.

Linux

Awk command in Linux

Awk is a powerful scripting language used for advanced text processing, in this article we discuss common commands that are used to process text files.

Compiler Design

Compiling logic programs

In this article, we discuss the general compilation technique for a full recursive backtracking search over clauses combined with a full unification of terms.

Compiler Design

Introduction to Logic programming model

In logic programming, the user only has to specify the problem and the system will find the solution based on the provided information however substantial effort is needed to implement a logic language compiler. In this article we discuss how we go about this.

Compiler Design

Run-time environment: Accessing non-local data on Stack

How do we find data within a procedure that does not belong to that procedure, In this article we discuss how to access data that is not local to a procedure on the stack.

Compiler Design

Trace-Based garbage collection

Trace-based collection is garbage collection whereby garbage is collected periodically unlike basic gc where garbage is collected as it is created. In this article we discuss four algorithms for garbage collections and their properties.

Compiler Design

Heap allocation in Compilers

Stack allocations are often restrictive and we may want resizable arrays which can survive function invocations and therefore programming languages allow use of heaps also called dynamic memory allocation. In this article we discuss heap allocation in compilers.

Compiler Design

Stack allocation in Compilers

Stack allocation is a run-time storage management mechanism where by activation records are pushed and popped onto the stack as they begin and end. In this article we discuss stack allocation, activation trees, records, calling sequences and variable-length data on the stack.

Time Complexity

Amortized Time Complexity

In this article, we have explored the concept of Amortized Time Complexity by taking an example and compared it with a related concept: Average Case Time Complexity.

Machine Learning (ML)

SELU (Scaled Exponential Linear Unit) Activation Function

We will look at the very promising but not very common activation function called SELU (Scaled Exponential Linear Unit) and understand its main advantages over other activation functions like ReLU (Rectified Linear Unit). This article presents lots of essential points about this function.

Machine Learning (ML)

MatMul in TensorFlow

In this article, we have explored MatMul operation in TensorFlow (tf.linalg.matmul()) and have presented a sample TensorFlow Python code performing MatMul (Matrix Multiplication).

Data Communication and Computer Networks

Error Detection in Computer Network

In this article, we are going to explore about error detection in computer networks. We will be seeing some standard error detecting codes which help in detecting errors.

Data Communication and Computer Networks

Network Layer Protocols

In this article, we will discuss about the functions of network layer and the protocols that are linked with it.

System Design

How to design a System? (Cheatsheet)

In this article, we have covered the process of developing a system's components, architecture, and interfaces to satisfy end-user needs which is referred to as system design.

Software Engineering

Implementing Random Feature at OpenGenus IQ

I was tasked by OpenGenus to implement a random feature, literally. It was going to be a page that immediately redirected a user to a random opengenus article. So in this article, we will be going through the process of how I developed the random feature.

Time Complexity

Master theorem for Time Complexity analysis

In this article, we have explored Master theorem for calculating Time Complexity of an Algorithm for which a recurrence relation is formed. We have covered limitations of Master Theorem as well.

Culture

OpenGenus Visual Documentation

In this article, we give a detailed documentation of the development of OpenGenus Visual project which is an open-source Visualization tool for Algorithms and Data Structures.

C++

Different ways to reverse vector in C++ STL

In this article, we take a look at different ways to reverse vector in C++ Standard Template Library (STL) along with reversing a 2D vector.

Compiler Design

Register Allocation in Compiler Design

Although scheduling and selection of registers during execution assume infinite number of registers, processors only have a limited number of registers, in this article we take a look how variables are mapped onto registers.

Compiler Design

Function calls in Compiler Design

Functions are an important abstraction mechanism in many programming languages. In this article we discuss how functions are implemented in compilers.

Machine Learning (ML)

Pointwise Convolution

In this article, we will cover Pointwise Convolution which is used in models like MobileNetV1 and compared it with other variants like Depthwise Convolution and Depthwise Seperable Convolution.

Software Engineering

Portable Network Graphics (PNG) File Format

In this article, we have explored Portable Network Graphics (PNG) File Format in depth and answered the question: Why images of same dimensions have different file sizes?

Compiler Design

Functional Programs in Compiler Design

Running a program with functional languages is seen as applying a function to the input which results in output. In this article we discuss functional programs from a compilers view point.

Compiler Design

Intermediate representations (IR) in Compiler Design

Intermediate representations is the code representation used by the compiler internally to represent source code, In this article we have discussed 6 representations and some of their properties each an improvement of the previous.

Machine Learning (ML)

YOLOv4 model architecture

This article discusses about the YOLOv4's architecture. It outperforms the other object detection models in terms of the inference speeds. It is the ideal choice for Real-time object detection, where the input is a video stream.