Vineeth Bhat
I like ML, Robotics, Software Engineering and fantasy. I work at Stripe rn.
Category: Uncategorized
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What’s there? I want to cover like some basics of probability before I get into Gaussians. Saliently, this covers LLN and CLT. Why do I write this? I wanted to create an authoritative document I could refer to for later. Thought that I might as well make it public (build in public, serve society and…
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What’s there? I want to try and cover every other kinda trivial / small things related to matrices / LinAlg in this. This covers Why do I write this? I wanted to create an authoritative document I could refer to for later. Thought that I might as well make it public (build in public, serve…
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What’s there? I want to try and cover every other kinda trivial / small things related to matrices / LinAlg in this. This covers Why do I write this? I wanted to create an authoritative document I could refer to for later. Thought that I might as well make it public (build in public, serve…
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What’s there? I’ve started reading DDIA! These are some short notes form Chapter 1. Why do I write this? I wanted to create an authoritative document I could refer to for later. Thought that I might as well make it public (build in public, serve society and that sort of stuff). Also, just reading the…
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What’s there? There are basically 5 (ಐದು / पाँच) types of matrix decompositions that are like super important. I strive to go in depth into all of them. These are Why do I write this? I wanted to create an authoritative document I could refer to for later. Thought that I might as well make…
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What’s there? There are basically 5 (ಐದು / पाँच) types of matrix decompositions that are like super important. I strive to go in depth into all of them. These are Why do I write this? I wanted to create an authoritative document I could refer to for later. Thought that I might as well make…
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Whats this? It’s a document on PCA, Spectral Clustering and t-SNE, duh? All of these are used to make sense of the structure of data. More importantly, all of these are intricately related to eigendecomposition (Matrix Decompositions 1). Why do I write this? As always, I wanted to create an authoritative document I could refer…
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What’s there? There are basically 5 (ಐದು / पाँच) types of matrix decompositions that are like super important. I strive to go in depth into all of them. These are Edit (July 20, 2025): Added proof of spectral theorem. Why do I write this? I wanted to create an authoritative document I could refer to…
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(Written earlier; GitHub permalink) Find week 1 at Trying to Teach Freshmen Robotics 1. Weeks 5 to 8 Stuff that I sent over Evidently, progress in the stuff I could teach was slow owing to academics (ironic, isn’t it?). Regardless, they are still interested in RRC and a couple of them got part-time internships in…
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(Written on 29th December, 2025; GitHub permalink) Essentially, I, along with a collaborator (Mitansh K), did the following – using a codebase of 7200 LOC in Go. Evidently, we missed out on snapshoting and directory management and have left them as to-dos. The implementation could be found here and the report here. Any thoughts/improvements (especially…
Vineeth Bhat 