KiloBytes by KB

Introduction Nonviolent Communication (NVC), developed by psychologist Marshall Rosenberg, is an approach to communication that prioritizes empathy, deep listening, and the recognition of universal human needs.

Syncing Historical Data from IBKR: A Comprehensive Guide In this post, we’ll walk through a complete workflow for downloading historical data from Interactive Brokers (IBKR) and preparing it for analysis and backtesting.

Intro Santa Claus Rally is a well-known narrative in the stock market, where it is claimed that investors often see positive returns during the final week of the year, from December 25th to January 2nd.

Preface In my previous post, I developed a simple mean-reversion strategy based on an oscillating signal calculated from a stock’s distance to its 50-day simple moving average.

Part 1/3 - Exporing the mathematical, statistical, and probabilistic nature of the market.

What’s included Multi-Agent RL for Adaptive UIs Is ‘Programming by Example’ (PBE) solved by LLM’s Learning Iterative Reasoning through Energy Diffusion LORA: Low-Rank Adaptation of LLMs Automating the Enterprise with Foundational Models MARLUI - Multi-Age…

Introduction I previously wrote about writing react code with Deepseek-coder 33b model, and whether we could improve some of these shortcomings with the latest research in the LLM space But to really measure and mark progress, it would require the build of

Introduction In my previous post, I tested a coding LLM on its ability to write React code.

Introduction The goal of this post is to deep-dive into LLMs that are specialized in code generation tasks and see if we can use them to write code.

Part 1/3 - Evaluating LLM’s that are specialised in code generation tasks, and evaluating their performance on writing code.

Introduction Tony Fadell is CEO of nest (bought by google ), and instrumental in building products at Apple like the iPod and the iPhone.

Introduction I was first introduced to the concept of “second-brain” from Tobi Lutke, the founder of Shopify.

Introduction The goal of this series of posts, is to form foundational knowledge that helps us understanding modern state-of-the-art LLM models, and gain a comprehensive understanding of GPT via reading the seminal papers themselves.

Part 2/3 - Understanding how modern LLMS work.

Introduction ChatGPT has took the world by storm, and has possibly started the 6th wave.

Introduction Loss functions tell the algorithm how far we are from actual truth, and their gradients/derivates help understand how to reduce the overall loss (by changing the parameters being trained on) All losses in keras defined here But why is the loss

A quick cheatsheet on python operations Slice: astring = "Hello World" print(astring[3:7]) # prints-> lo w print(astring[0:10:2]) # skips one character, prints -> Hlowr print(astring[::-1]) # reverse a string using step -1 Case astring.upper() astring.low…

Book Summary - Grit by Angela Duckworth The post is a book summary of the main bullet points from the book “Grit” by “Angela Duckworth” Components of Grit Angela breaks down grit in the following components:- Interest: I love what I do Practice: I will do…

A problem with a clever solution, with some insights to its construction