mayank khulbeHarnessing Human Insight: The Power of Human-in-the-Loop Optimization with Optuna (PART-2)Hyperparameter optimization holds the key to enhancing machine learning models, but navigating its complexities can be daunting. However…Apr 27Apr 27
mayank khulbeHarnessing Human Insight: The Power of Human-in-the-Loop Optimization with Optuna(PART-1)In the realm of optimization, where algorithms tirelessly search for the most efficient solutions, a new approach emerges…Apr 8Apr 8
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…Mar 23Mar 23
mayank khulbeFootprints in Graphs: The Enchantment of DeepWalkInitially, let’s set the stage through a captivating story.Mar 9Mar 9
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…Sep 12, 2023Sep 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…Aug 6, 2023Aug 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…Jun 26, 2023Jun 26, 2023
shiv pratap raiUnderstanding Backpropagation And Gradient CheckingIntroductionJun 25, 20232Jun 25, 20232
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…May 23, 2023May 23, 2023
