I'm a big advocate for not hiding your enthusiasm for things. It seems to me that there is a false stigma around eagerness in our culture of unbothered ambivalence. This outlook perpetuates the idea that it's not cool to want it. That people who don't try are fundamentally more chic than people who do.
— Taylor Swift
Never be ashamed of trying, effortlessness is a myth.
Forward-mode and reverse-mode autodiff in python featuring dual numbers and graph traversals
1Sums of random variables and convolutions
24 April 2025
A note on how Gaussians are convolved to make the reparameterization trick work in the diffusion forward process.
305 March 2025
Andrew Barto and Richard Sutton for pioneering Reinforcement Learning
12Distilling Stockfish into a Transformer
29 October 2024
My thoughts on the "Grandmaster-Level Chess Without Search" paper from Google DeepMind
16Dimensional Analysis on Loss Functions
20 February 2024
A half-baked idea I had while checking my equations
44Segmentation model outputs as prompts to SAM
11 November 2023
Some ideas on improving semantic segmentation with SAM
56Seam Carving — Energy Function
01 September 2023
Live Coding Seam Carving Part 2
68Intermediate Activations in Llama 2.7B
13 August 2023
there is a country layer in the llama 2 transformer
71Einstein Summation Notation Exercises
13 July 2023
Exercises in faster and more intuitive tensor notation for deep learning.
80Visualizing and Working with Audio Files
27 December 2022
Helper code that has different ways to visualize audio files, mostly for future reference.
95Root Finding with Newton's Method
18 December 2022
Testing whether Newton's method decays updates exponentially
97Seam Carving — Intuition and Ideas
30 October 2022
Live Coding Seam Carving Part 1
100Traffic event description using Unsupervised Learning Methods
10 December 2020
13th International (Online) Conference on Transportation Planning and Implementation Methodologies for Developing Countries
13206 June 2020
Official Work Product Submission for the 2020 edition of Google Summer of Code with TensorFlow.
13631 January 2020
Hardcore History, Kobe Bryant and new adventures.
144