mayank khulbeOptuna: Turbocharging Models with Hyper-parameter MagicImagine a symphony without tuning. The result? Discordant notes, lost melodies, and a cacophony that fails to inspire. Just as tuning is…6 min read·Mar 23, 2024----
mayank khulbeFootprints in Graphs: The Enchantment of DeepWalkInitially, let’s set the stage through a captivating story.11 min read·Mar 9, 2024----
DeepammindaFew Shot Learning - A Simple ApproachIf you aren’t already familiar with it, few-shot learning (FSL) is an exciting concept in machine learning that focuses on training models…8 min read·Sep 12, 2023----
mayank khulbeConnecting Dots: Exploring the Hough Transform for Image AnalysisIn the realm of Artificial Intelligence, the field of computer vision has gained exponential significance in recent times. From autonomous…10 min read·Aug 6, 2023----
mayank khulbeMastering Languages: Unveiling the Power of Neural Machine Translation with AttentionIn a world where languages connect people from diverse cultures, the ability to bridge linguistic barriers has become more crucial than…13 min read·Jun 26, 2023----
shiv pratap raiUnderstanding Backpropagation And Gradient CheckingIntroduction6 min read·Jun 25, 2023--2--2
mayank khulbeSkipgram implementation from scratch — PytorchIn recent times, there has been an exponential increase in the use-cases pertaining to Natural Language Processing. With this, word…12 min read·May 23, 2023----
mayank khulbeAnomaly detection in Images — Using feature descriptorsI guess, the first thought that crossed your mind when you read the title is — Anomaly detection? What’s in it? It is not that complex to…8 min read·Mar 18, 2023----
mayank khulbeProfiling — Key to python code optimisationToday, python has become a key language for high level as well as general purpose programming. From building high-end applications to…10 min read·Jan 16, 2023----