Iyanuloluwa Okinbaloye (@triumph1)

Introducing Automatic Differentiation for Tensors: Micrograd for Tensors

In this notebook, I introduce the engine that makes modern artificial intelligence possible. In my earlier writings, you would notice that for every algorithm we studied and implemented, we had to com

Aug 28 · 27 min readiyanuokin.hashnode.dev

THE REASONABLE INEFFECTIVENESS OF VANILLA RECURRENT NEURAL NETWORKS

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,

May 21 · 37 min readiyanuokin.hashnode.dev

Artificial NEURAL NETWORK FROM SCRATCH FOR HANDWRITTEN DIGIT RECOGNITION

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

1May 3 · 30 min readiyanuokin.hashnode.dev

VITERBI ALGORITHM FOR PART OF SPEECH TAGGIN

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

Apr 12 · 23 min readiyanuokin.hashnode.dev

Logistic Regression for sentiment analysis

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

Apr 9 · 13 min readiyanuokin.hashnode.dev

Iyanuloluwa Okinbaloye

About

Available for

Iyanuloluwa Okinbaloye's blogs

Introducing Automatic Differentiation for Tensors: Micrograd for Tensors

THE REASONABLE INEFFECTIVENESS OF VANILLA RECURRENT NEURAL NETWORKS

Artificial NEURAL NETWORK FROM SCRATCH FOR HANDWRITTEN DIGIT RECOGNITION

VITERBI ALGORITHM FOR PART OF SPEECH TAGGIN

Logistic Regression for sentiment analysis

Iyanuloluwa Okinbaloye

About

Available for

Iyanuloluwa Okinbaloye's blogs

Introducing Automatic Differentiation for Tensors: Micrograd for Tensors

THE REASONABLE INEFFECTIVENESS OF VANILLA RECURRENT NEURAL NETWORKS

Artificial NEURAL NETWORK FROM SCRATCH FOR HANDWRITTEN DIGIT RECOGNITION

VITERBI ALGORITHM FOR PART OF SPEECH TAGGIN

Logistic Regression for sentiment analysis

Iyanuloluwa Okinbaloye

About

Available for

Iyanuloluwa Okinbaloye's blogs

Introducing Automatic Differentiation for Tensors: Micrograd for Tensors

THE REASONABLE INEFFECTIVENESS OF VANILLA RECURRENT NEURAL NETWORKS

Artificial NEURAL NETWORK FROM SCRATCH FOR HANDWRITTEN DIGIT RECOGNITION

VITERBI ALGORITHM FOR PART OF SPEECH TAGGIN

Logistic Regression for sentiment analysis

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Iyanuloluwa Okinbaloye

About

Available for

Iyanuloluwa Okinbaloye's blogs

Introducing Automatic Differentiation for Tensors: Micrograd for Tensors

THE REASONABLE INEFFECTIVENESS OF VANILLA RECURRENT NEURAL NETWORKS

Artificial NEURAL NETWORK FROM SCRATCH FOR HANDWRITTEN DIGIT RECOGNITION

VITERBI ALGORITHM FOR PART OF SPEECH TAGGIN

Logistic Regression for sentiment analysis