<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[Soyuj's RSS Feed]]></title><description><![CDATA[I'm a computer science and math student working on machine learning. This is my digital space on the web.]]></description><link>http://github.com/dylang/node-rss</link><generator>GatsbyJS</generator><lastBuildDate>Fri, 01 Dec 2023 19:12:49 GMT</lastBuildDate><item><title><![CDATA[About me]]></title><description><![CDATA[Hello! My name is Soyuj Jung Basnet and I'm a computer science and math student working on machine learning. I am a rising Junior at NYU.]]></description><link>https://soyuj.com/about</link><guid isPermaLink="false">https://soyuj.com/about</guid></item><item><title><![CDATA[A Guide to using NYU's High Performance Computing]]></title><description><![CDATA[A guide to using NYU's High Performance Computing (HPC) resources for students and faculty members.]]></description><link>https://soyuj.com/blog/nyu-hpc-guide</link><guid isPermaLink="false">https://soyuj.com/blog/nyu-hpc-guide</guid><pubDate>Mon, 25 Sep 2023 00:00:00 GMT</pubDate></item><item><title><![CDATA[Summary of Information Retrieval Techniques]]></title><link>https://soyuj.com/blog/information-retrieval-techniques</link><guid isPermaLink="false">https://soyuj.com/blog/information-retrieval-techniques</guid><pubDate>Tue, 01 Aug 2023 00:00:00 GMT</pubDate></item><item><title><![CDATA[Nepali Tokenizers: A Python Package for Nepali NLP]]></title><description><![CDATA[Pre-trained Tokenizers for the Nepali language with an interface to HuggingFace's tokenizers library for customizability.]]></description><link>https://soyuj.com/blog/nepali-tokenizers</link><guid isPermaLink="false">https://soyuj.com/blog/nepali-tokenizers</guid><pubDate>Fri, 23 Jun 2023 00:00:00 GMT</pubDate></item><item><title><![CDATA[Document Expansion: Overcoming Vocabulary Mismatch for Effective Information Retrieval]]></title><description><![CDATA[The idea of document expansion is to augment the documents with related or representative terms to improve the retrieval performance in response to search queries. This technique is useful in addressing the Vocabulary Mismatch problem.]]></description><link>https://soyuj.com/blog/document-expansion</link><guid isPermaLink="false">https://soyuj.com/blog/document-expansion</guid><pubDate>Tue, 20 Jun 2023 15:33:20 GMT</pubDate></item><item><title><![CDATA[Improving Learned Index Structures]]></title><description><![CDATA[The logs of my summer research project in Tandon related to improving learned index structures for information retrieval.]]></description><link>https://soyuj.com/blog/ugsrp-2023/</link><guid isPermaLink="false">https://soyuj.com/blog/ugsrp-2023/</guid><pubDate>Tue, 06 Jun 2023 10:26:08 GMT</pubDate></item><item><title><![CDATA[Understanding Mathematics of Principal Component Analysis]]></title><link>https://soyuj.com/blog/pca</link><guid isPermaLink="false">https://soyuj.com/blog/pca</guid><pubDate>Sat, 06 May 2023 00:00:00 GMT</pubDate></item><item><title><![CDATA[Mathematics for Machine Learning]]></title><link>https://soyuj.com/blog/mathematics-for-machine-learning</link><guid isPermaLink="false">https://soyuj.com/blog/mathematics-for-machine-learning</guid><pubDate>Wed, 15 Feb 2023 00:00:00 GMT</pubDate></item><item><title><![CDATA[Support Vector Machines]]></title><link>https://soyuj.com/blog/support-vector-machines</link><guid isPermaLink="false">https://soyuj.com/blog/support-vector-machines</guid><pubDate>Wed, 15 Feb 2023 00:00:00 GMT</pubDate></item><item><title><![CDATA[Mathematics Behind Linear Regression]]></title><description><![CDATA[These are my notes that cover the mathematical foundations of Linear Regression, taken while attending Foundations of Machine Learning at NYU Paris. They make use of probability theory, statistics, calculus, optimization, and linear algebra to formalize the concept of linear regression.]]></description><link>https://soyuj.com/blog/linear-regression</link><guid isPermaLink="false">https://soyuj.com/blog/linear-regression</guid><pubDate>Wed, 01 Feb 2023 00:00:00 GMT</pubDate></item><item><title><![CDATA[Mastering Nepali Board Game of Bagh Chal with self-learning AI]]></title><description><![CDATA[Inspired by AlphaZero, this AI agent uses a deep policy and value neural network along with Monte Carlo Tree Search to self-learn the traditional Nepali game of Bagh Chal.]]></description><link>https://soyuj.com/blog/mastering-bagh-chal-with-self-learning-ai</link><guid isPermaLink="false">https://soyuj.com/blog/mastering-bagh-chal-with-self-learning-ai</guid><pubDate>Fri, 03 Jul 2020 11:46:37 GMT</pubDate></item><item><title><![CDATA[Developing the Content Workflow System for Programiz]]></title><description><![CDATA[This blog explains the engineering behind Programiz's Content Workflow System that uses Google Docs to edit and publish tutorials and challenges for web and mobile app.]]></description><link>https://soyuj.com/blog/content-workflow-system</link><guid isPermaLink="false">https://soyuj.com/blog/content-workflow-system</guid><pubDate>Tue, 19 May 2020 23:46:37 GMT</pubDate></item></channel></rss>