andy pai's tils
andy pai
builder, puerto rico
topics
recent tils
- Neuroflow Optimizations for the MNIST Dataset
Updates required to optimize Neuroflow for the MNIST dataset
- Working with the MNIST Dataset in JavaScript
Notes on working with the famous MNIST Dataset in JavaScript
- Supporting Multi-class Classification with Neuroflow
Extend Neuroflow to support multi-class classification by implementing the softmax activation function and cross-entropy loss.
- Porting Micrograd To Create Neuroflow
Creating Neuroflow by porting Andrej Karpathy's micrograd to JavaScript
- Understanding PyTorch Transforms: ToTensor() and Normalize()
A look at common PyTorch transforms for image preprocessing.
- Using Promise.race for Timeouts and More
Exploring the Promise.race method and its practical applications
- Quick reference for managing robots.txt
Notes on setting up a robots.txt file
- Configuring Amazon S3 for Use with Cloudflare DNS
Notes on some quirks of configuring an AWS S3 bucket when using Cloudflare for DNS management.
- Convenient Gmail Keyboard Shortcuts
Some of my most used gmail keyboard shortcuts
- How to Update __dirname in Node.js for ES Modules
Options on how to update __dirname in Node.js for ES modules
- How To Classify Gmail Messages With Llms
Useful Google script to classify all incoming emails using OpenAI
- Working With Dot Product And Cosine Similarity For Unit Vectors
Why dot product is equal to cosine similarity when working with unit vectors
- Pushing Data to Parent Window from an iframe
How to push data from an iframe to the parent window's dataLayer
- What does super(Child, self) init do in python?
Exploring the role and usage of super() in Python class constructors
- PyTorch Basics & Quick Reference
A quick walk-through and overview of using PyTorch
- Setting up Parcel + Pug + Marked
Notes on setting up Parcel, Pug, and Markdown