Practical Applications of Network Analysis on URLs

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When considering web links as sources and targets, network analysis algorithms have several practical applications across various fields. Here are some key uses: Web Page Ranking and Search Engine Optimization (SEO) Spam Detection and Fraud Prevention Network Structure and Community Detection Centrality and Influence Analysis Information Spread and Virality Web Graph Visualization and Exploration Anomaly …

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Information Diffusion and Dissemination Models in Network Analysis

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Information Diffusion models are used to simulate how information spreads through a network from a set of seed nodes, considering the influence probability between nodes. To plot the spread of information using the Independent Cascade Model in a NetworkX graph and visualize it using Plotly, you can follow these steps. Here’s a step-by-step guide to …

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Jorm.jl – An Object Relational Mapper for Julia

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Object Relational Mapping (ORM) is a powerful technique that bridges the gap between object-oriented programming languages and relational databases. It simplifies the work of developers when dealing with SQL related databases, making it easier. Jorm.jl is a simple ORM tool designed to simplify interactions between Julia applications and relational databases. This article will delve into what Jorm.jl is, …

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Types of Processing Units for LLM and Machine Learning Apps

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Every software requires a processing unit in order for it to run, however the kind of processing unit and circuitry among other things has a great influence on the performance and speed of the software. Large Language Models are also a form of software and they require the right infrastructure for better speed of inference. …

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Pydantic & Dataclasses – How to Allow Extra Kwargs

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Dataclasses act as code generators when working with Objects and Classes in python. It allows us to easily benefit from the dunder methods that are required when creating a class such as __init__, `__eq__`, etc . When working with external data sources, however, there may arise situations where additional parameters beyond those explicitly declared in …

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