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Code is clean if it can be understood easily – by everyone on the team. Clean code can be read and enhanced by a developer other than its original author. With understandability comes readability, changeability, extensibility and maintainability.

General rules

Follow standard conventions.
Keep it simple stupid. Simpler is always better. Reduce complexity as much as possible.
Boy scout rule. Leave the campground cleaner than you found it.
Always find root cause. Always look for the root cause of a problem.

Design rules

Lecture 1: Introduction to Research — [📝Lecture Notebooks] [▶️Video]
Lecture 2: Introduction to Python — [📝Lecture Notebooks] [▶️Video]
Lecture 3: Introduction to NumPy — [📝Lecture Notebooks] [▶️Video]
Lecture 4: Introduction to pandas — [📝Lecture Notebooks] [▶️Video]
Lecture 5: Plotting Data — [📝Lecture Notebooks] [[▶️Vide

AI Digital Twin: Bridging Generations

Introduction

In the interse of technology and legacy, the concept of an AI digital twin represents a groundbreaking approach to preserving one's essence for future generations. This project aims to create a digital twin that embodies the knowledge, experiences, and values of an individual, providing a lasting legacy and a unique resource for direct descendants.

Concept

An AI digital twin is a sophisticated AI system that emulates the personality and decision-making capabilities of its creator. Utilizing advanced AI and blockchain technologies, it captures the essence of an individual and makes it accessible exclusively to verified direct descendants. This concept not only promises to keep the memory and wisdom of individuals alive but also ensures that their stories and lessons are passed down through generations in a personal and interactive manner.

Awesome CS Courses

CS Course Lists other than ClassCentral[https://www.classcentral.com/]

Introduction

There is a lot of ~~hidden~~ treasure lying within university pages scattered across the internet. This list is an attempt to bring to light those awesome CS courses which make their high-quality material i.e. assignments, lectures, notes, readings & examinations available online for free.

Table of Contents

You can find usages in the GDScript Unirest plugin

This is a fast serializer/deserializer written in GDScript to convert a JSON (Dictionary) to a class, using something similar to the Reflection concecpt. json_to_class can be used to convert a Dictionary to a Class. All keys in the Dictionary will be treated as variables and their types will be guessed in the best way possible. A class (defined by the class_name keyword) must extend Reference or Object or be an inner class, or else Godot will not able to see its properties. It is also possible to deserialize a JSON key to a class property with a different name using the export hint as a variable name.

example usage:

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

Lecture 1: Introduction to Research — [📝Lecture Notebooks] [▶️Video]
Lecture 2: Introduction to Python — [📝Lecture Notebooks] [▶️Video]
Lecture 3: Introduction to NumPy — [📝Lecture Notebooks] [▶️Video]
Lecture 4: Introduction to pandas — [📝Lecture Notebooks] [▶️Video]
Lecture 5: Plotting Data — [📝Lecture Notebooks] [[▶️Vide

Node.js Deployment

Steps to deploy a Node.js app to DigitalOcean using PM2, NGINX as a reverse proxy and an SSL from LetsEncrypt

1. Create Free AWS Account

Create free AWS Account at https://aws.amazon.com/

2. Create and Lauch an EC2 instance and SSH into machine

I would be creating a t2.medium ubuntu machine for this demo.

	//----------------------------------------------------------------
	// ------------------- ServerSide(NODE.JS) -------------------
	//----------------------------------------------------------------
	function encrypt(message){
	const KEY = crypto.randomBytes(32)
	const IV = crypto.randomBytes(16)
	const ALGORITHM = 'aes-256-gcm';

	const cipher = crypto.createCipheriv(ALGORITHM, KEY, IV);
	let encrypted = cipher.update(message, 'utf8', 'hex');