Nicolay Gerold

" Knowledge is powerful, be careful how you use it! "

A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools, and more.

Created by trimstray and contributors

📔 What is it?

This repository is a collection of various materials and tools that I use every day in my work. It contains a lot of useful information... See more

The two most important problems (at least how I am thinking about them currently), are:

Finding a rigorous scientific framework for how different agent skills, personalities, and instructions combine to be most capable for different problems (think of this as social management science for AI agents) .

Figuring out how you formally validate and verify... See more

Your AI executive

assistant.

Lindy is an AI assistant that can help with all your tasks,

from calendar management and email drafting to

contract sending and beyond.

3 years ago I struggled to land my first freelance ML engineering contract.

Then I discovered this ↓

Building one professional real-world ML project is the best way to stand out from the crowd, and land an ML job.

And here is how you can do it, step-by-step 👩‍💻👨🏽‍💻↓

Step 1. Find a real-world problem you are interested in

Working on projects is harder... See more

Pmdarima (originally pyramid-arima , for the anagram of 'py' + 'arima') is a statistical library designed to fill the void in Python's time series analysis capabilities. This includes:

• The equivalent of R's auto.arima functionality


• A collection of statistical tests of stationarity and seasonality


• Time series utilities, such as differencing and inverse

... See more

So right now, LLMs (Large Language Models) are all the rage. But in the future, it’s possible that the way we get things done is composing things with a combination of LLMs, SMMs (Small, Mighty Models), agents and tools.

It’s what I call Cognitive Composition (because it sounds cool and I have a longtime love affair with alliteration).

This is how we... See more

You only have so much attention, if you want to be effective in dynamic world, you should focus your attention outward.

Deep learning at the speed of light.

Luminal is a deep learning library that uses composable compilers to achieve high performance.

use luminal::prelude::*;

// Setup graph and tensors

let mut cx = Graph::new();

let a = cx.tensor().set([[1.0], [2.0], [3.0]]);

let b = cx.tensor().set([[1.0, 2.0, 3.0, 4.0]]);

// Do math...

let mut c = a.matmul(b).retrieve();... See more

Vasopressin: suppresses urination made by the body. It causes water retention. It creates feelings of gitty love and can increases memory.