Pinnedmayank khulbeinThe Good Food EconomyFootprints in Graphs: The Enchantment of DeepWalkInitially, let’s set the stage through a captivating story.Mar 9Mar 9
mayank khulbeinThe Good Food EconomyHarnessing 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 khulbeinThe Good Food EconomyHarnessing 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 khulbeinThe Good Food EconomyOptuna: 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 khulbeinThe Good Food EconomyConnecting 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 khulbeinThe Good Food EconomyMastering 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
mayank khulbeinThe Good Food EconomySkipgram 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
mayank khulbeinThe Good Food EconomyAnomaly 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…Mar 18, 2023Mar 18, 2023
mayank khulbeinThe Good Food EconomyProfiling — 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…Jan 16, 2023Jan 16, 2023
mayank khulbeEnsemble techniques — Improvement over traditional Decision TreesGradient boosting is one of the most popular and the most sought-after algorithms when it comes to solving complex classification and…Apr 28, 2022Apr 28, 2022