Imitation Learning for Autonomous Robotic SurgeryA walkthrough a Johns Hopkins University and Stanford University research using the Da Vinci robotic surgery platformNov 22, 2024Nov 22, 2024
AI for Medical Imaging — Detecting Anomalies with Variational AutoencodersBuilding an AI model capable of establishing a medical diagnosis typically requires vast amounts of data from both healthy and diseased…Nov 10, 2024Nov 10, 2024
A light-weight no-cost implementation of web based Retrieval-Augmented GenerationMany online resources demonstrate solutions to implement Retrieval-Augmented Generation (RAG). However, most of these solutions require…Aug 24, 2024Aug 24, 2024
Published inTowards AIFeedback Loops in Generative AI: How AI May Shoot Itself in the FootAs content generated by AI has become ubiquitous, new AI models will be trained on data that was generated by AI in the first place.Aug 2, 2024Aug 2, 2024
Published inTowards AISelf-Attention in Transformers: Computation logic and implementationUnderstanding how self-attention is computed in TransfomersApr 21, 20241Apr 21, 20241
Introduction to Hugging Face: A Starter’s Guide to Using Online ModelsHugging Face has emerged as a prominent player¹ in the ever-evolving landscape of machine learning and artificial intelligence. Its…Jan 18, 20241Jan 18, 20241
ROC curve and AUC: An Intuitive Approach and Implementation GuideA step-by-step guide to constructing and understanding ROC curves and AUC, 2 fundamental concepts in the evaluation of classification…Dec 3, 2023Dec 3, 2023
Machine Learning Tips: Adjusting Decision Threshold for binary classificationProbabilistic models such as logistic regression or Naive Bayes model are commonly used for binary classification tasks. However…Sep 24, 2023Sep 24, 2023
Mastering Confusion Matrix: A Cheat Sheet for Binary ClassificationConfused by confusion matrixes? You are not alone. Many find it challenging to remember the various metrics derived from confusion matrices…Jul 10, 20233Jul 10, 20233
Pearson correlation: Methodology, Limitations & Alternatives — Part 3: AlternativesThis article is the third and last one of a series of three articles providing a non-mathematical overview of Pearson correlation analysis…Jun 10, 2023Jun 10, 2023
