AI

Understanding Deep Learning Solutions

My attempt at an unofficial, comprehensive solution set for the book "Understanding Deep Learning" [In progress]

AI

Autodifferentiation

We build autodifferentiation (AD) from the ground up. Having a deep understanding of AD is essential for deep learning research.

AI

Convoluted Computation

[In Progress] A dive into computer vision via Convolutional Neural Networks and how the Winograd Convolution is implemented

AI

Multihead Attention

[In progress] Implementing Multi-Head Attention and Optimized Matrix Multiplication via Strassen's Algorithm.

Projects

Compilers Pt. 2 -- Parsing

[In Progress] Parsing is where the compiler determines the validity of an input programs syntax. Context Free Grammars, Parse Trees, and more are covered here.

Projects

Compilers Pt. 1 -- Scanner

Part 1 of the Compilers series provides some background on scanners, regular expressions, and finite automata and builds upon that to implement a simple scanner for the C0 language.

Projects Featured

Compiler Design & Implementation

*Work in Progress* This is a hands on excursion into the enigmatic and obscure world of compilers. We first discuss the anatomy of compilers and then implement one while auditing CMU's CS 15-411.

Miscellaneous Musings Featured

Why Rust?

A short piece on how Rust helped me fall in love with computers.

Projects Featured

On the Decomposition of Square Matrices

An extracurricular paper I wrote for an introductory Linear Algebra course. Matrix decompositions are invaluable tools for compression, which can have extraordinary consequences.

Miscellaneous Musings

Random CS Quotes

An amalgamation of neat computer-related quotes I've collected

Books

Paul Graham Essay Excerpts

Paul Graham's essays on his blog is filled with loads of great insight on startups. Here are a few of my favorite excerpts. Some may make less sense without the greater context so please give Paul's blog a visit, it's worth it.

Books Featured

The Story of Civilization Series - Will Durant

The Story of Civilization series by Will and Ariel Durant is a seminal work of history.

Benjamin Franklin - Walter Isaacson

An inspiring figure in American history. Self-made, industrious, revolutionary. He really had a knack for doing what's necessary, when necessary.

Books

Past Books

I only recently started recording quotes from books I read. Therefore I don't have enough content for many of the books I've read to warrant individual posts, so I figured why not lump some of the better of them together here in one post.

Books

Dune - Frank Herbert

Great movie, even greater book.

Books

Napoleon: A Life - Andrew Roberts

Napoleon > Caesar > Alexander

Books

Caesar - Adrian Goldsworthy

Julius Caesar

Books

Alexander of Macedon - Peter Green

Alexander the Great