Namast, Will keep this one short and sweet. Boot up your Mac (book, mini, studio, etc.) Go here: https://brew.sh/ What is it? It’s a package manager that lets you install things via terminal easily. Install via terminal by copy pasting their install Homebrew command. We’ll use it to install our Python environment. You can use… Continue reading Setting Up Your Data Science Environment on Apple Mac Silicon: A Step-by-Step Guide with MLX Installation.
Author: prince
Understand matrix decomposition to understand LoRA and QLoRA
Intuition and Linear Algebra behind LoRA and QLoRA.
What is a standard error?
Hi, Most people understand standard deviation. If not they at least understand how to derive an average. I have had a few people ask me the definition of standard error. So I suppose there is an impetus to make this post. Posting this on the 1st of April isn’t a jab at the people with… Continue reading What is a standard error?
Draft: Setting up git and github for unity projects
Git is just a way to manage version control. It was made by the same person who made Linux. GitHub is a cloud service that lets you upload your git repos to the internets and have a backup or collaborate with people easily. PS: I make a mistake in this article when setting up my… Continue reading Draft: Setting up git and github for unity projects
Playing Games with Reinforcement Learning
Bonjours! Who wants to land on the moon? Perhaps guided by an artificial intelligent agent? I’ll quickly go over using one of the easiest reinforcement learning libraries so you can train a Rocketship to land on the moon (or a moon). We’ll be training a deep learning model to play a game called lunar lander.… Continue reading Playing Games with Reinforcement Learning
Fear and Greed Index data in python (archived)
EDIT 27/05/2022 : THEY BLOCKED IT, THOSE CAPITALISTS. Namast I’ve recently started building a few regime change models and came across Part Time Larry’s YouTube video (in references) for getting recent Fear and Greed Index numbers. They show a way to easily get the data by using CNN’s endpoint. I believe a lazy quant can… Continue reading Fear and Greed Index data in python (archived)
Days of Christmath
Merry! I bring presents regardless of whether you celebrate the birth of Isaac Newton… according to the Julian calendar. I know everyone is excited to peruse math over the holiday period. Anyway, on the first day of Christmath your good friend brought to you a song and a math. December 25th: Day 1 Area of… Continue reading Days of Christmath
Fashion MNIST and why it’s better than MNIST for modern Computer Vision
Hey. Many people are familiar with MNIST, if you aren’t then it is a dataset consisting of handwritten digits from 0 to 9. It stands for Modified National Institute of Standards and Technology. It’s frequently used in training computer vision models to benchmark various classification algorithms. Grad projects and research papers alike use it to… Continue reading Fashion MNIST and why it’s better than MNIST for modern Computer Vision
Practical SQL for everybody
Hay Everyone’s favourite querying language can do more than fetch data to analyse in Python. I firmly believe that in the darkest timeline people use SQL to do everything from developing apps to creating mission critical artificial intelligence. SQL is easy to pick up and do cool things with, which makes it a good stepping… Continue reading Practical SQL for everybody
Unsupervised machine learning to cluster user data
Ohaio, It is interesting to analyse segments created by algorithms. Product managers and marketers will find it a somewhat unbiased way to make sense of customer data. The algorithms can work well but it helps to have a sufficient grasp of statistics and understand the limitations of each model. I thought it would be useful… Continue reading Unsupervised machine learning to cluster user data