PinnedUtkarsh GarginTowards Data ScienceVisualizing context with Google’s Universal Sentence Encoder and GraphDBSentence embeddings and graph connections in Neo4j8 min read·Dec 18, 2019--5--5
Utkarsh GargSolving Mathematical Word Problems using Chain-Of-Thought Prompting with Large Language ModelsLarge language models have been pushing the state-of-the-art in various tasks. Common sense reasoning is one of the areas where these…6 min read·May 28, 2022--1--1
Utkarsh GargNeural Structured Learning – A paradigm in semi-supervised learningLarge Scale Deep Learning with Structure3 min read·Mar 3, 2022----
Utkarsh GargA non-technical introduction to Reinforcement Learning (Part 1)There is no math. I promise. Ok, just realized, there is some.7 min read·Oct 1, 2021----
Utkarsh GarginTowards Data ScienceCustom datasets in Pytorch — Part 2. Text (Machine Translation)In the first part of this series, we learned about loading custom image datasets. In that post, we also covered some basics about the…6 min read·Sep 22, 2021--1--1
Utkarsh GarginTowards Data ScienceCustom dataset in Pytorch —Part 1. ImagesPytorch has a great ecosystem to load custom datasets for training machine learning models. This is the first part of the two-part series…5 min read·Aug 18, 2021--3--3