Mohammad Jamhuri·Sep 1, 2024Dasar-Dasar Teori dan Persamaan GelombangGelombang air adalah salah satu fenomena alam yang tidak hanya menarik secara visual tetapi juga menantang untuk dipahami dari sudut…
Mohammad Jamhuri·Apr 25, 2023Understanding the Adaptive Gradient (AdaGrad)AdaGrad is an optimization algorithm designed to adapt the learning rate for each parameter individually during training. The primary idea…
Mohammad Jamhuri·Apr 22, 2023Understanding Stochastic Gradient Descent (SGD)Stochastic Gradient Descent (SGD) is a widely used optimization algorithm in machine learning, particularly for large-scale datasets. To…
InGoPenAIbyMohammad Jamhuri·Apr 19, 2023Gradient Derivation for Single-Layer Neural Networks in Multiclass Classification:A Case Study on the Iris Dataset Example
Mohammad Jamhuri·Apr 15, 2023Understanding the Adam Optimization Algorithm: A Deep Dive into the FormulasThe Adam optimization algorithm has become popular for training machine learning and deep learning models due to its efficiency and…
InGoPenAIbyMohammad Jamhuri·Apr 12, 2023Mastering Multiclass Classification with Single-Layer Perceptrons: MATLAB Implementation from…Introduction
Mohammad Jamhuri·Apr 10, 2023Building a Multilayer Neural Network from Scratch to Classify the Iris DatasetThe Iris dataset is a popular benchmark in machine learning and data science, consisting of 150 samples of iris flowers, each with four…
Mohammad Jamhuri·Apr 9, 2023A Step-by-Step Guide to Extracting Features for Protein-Protein Interaction PredictionProtein-protein interactions (PPIs) play a central role in driving cellular processes and maintaining the delicate balance within…
Mohammad Jamhuri·Apr 8, 2023Support Vector Machine (SVM): Step-by-step Explanation and Implementation in MATLABSupport Vector Machine (SVM) is a supervised machine learning algorithm for classification and regression tasks. Here’s a detailed…
