@triumph1

THE REASONABLE INEFFECTIVENESS OF VANILLA RECURRENT NEURAL NETWORKS

May 21 · 37 min read · Introduction Artificial Neural Networks and deep learning have long dominated the natural language processing field when it comes to text generation for their ability to capture patterns of all kinds,

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Artificial NEURAL NETWORK FROM SCRATCH FOR HANDWRITTEN DIGIT RECOGNITION

May 3 · 30 min read · The goal of this blog post is to demonstrate so far the the neural network is a relatively simple algorithm to understand and show using mathematics and machine learning that it is a universal functio

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VITERBI ALGORITHM FOR PART OF SPEECH TAGGIN

Apr 12 · 23 min read · As we might be aware by now the Viterbi algorithm is one of the most powerful of the machine learning algorithms present in Natural Language Processing, I'm going to demonstrate how it can be used in

Logistic Regression for sentiment analysis

Apr 9 · 13 min read · Logistic Regression is a staple machine learning algorithm for classification, particularly effective when data follows a clear underlying pattern. At its core, it uses gradient descent—an optimizatio

Naïve Bayes Classifier for sentiment Analysis using IDMB movie reviews

Apr 5 · 9 min read · Naive Bayes classification algorithm is a Machine Learning technique gotten from the Bayes Theorem which is a theorem in which what is known as a prior believe about the chance or probability of occur