jesse_jcharis

Information Diffusion and Dissemination Models in Network Analysis

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

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

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

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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Implement Higher Order Functions in Go Lang – Map, Reduce and Filter

Higher-order functions are a fundamental concept in functional programming, and Go is no exception. In some time ago we explored how to implement some of the higher order functions in Python,you can check out the video here . In this tutorial we will learn how to implement them in Go. In Go, higher-order functions are …

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