Extending our package with paths and schedulers.

Let's add some ODE solvers.

Let's try and build flow matching package in tinygrad!

Introduction

Over time, I became interested in not simply reading the relevant research papers in my field, but also write their overviews. I believe that writing these will help me solidify information I learned in various papers.

This review begins what I hope to make a series of posts about …

Here is a question: pick two points on a circle of radius \(r\) independently uniformly at random.

What is the average distance between these two points?

Analysis

Let's to analyze this question using probabilistic mathematical reasoning before doing simulations.

Sampling points on a circle

To sample a point \(P=(X …

Introduction

I am fascinated by the concept of Monte-Carlo simulation: you can, in principle, simulate random events and see how these simulations differ from reality (on a small scale, at least!)

Here I would like to show a couple of simple probability theory textbook problems and my attempt at simulating …

Introduction

In this quick tutorial, I will share how to install Julia language on a Mac computer, setup symlinks to run it from command line and then will go through a couple of problems in probability and their Julia language simulations.

Installing Julia on macos

We are going to install …

In this post I will present a tutorial on a Julia package called StructuralIdentifiability.jl which I help maintain and contribute to. In the next post I will present a similar introduction to another package I help develop called SIAN.jl, but that's for another time.

This tutorial will be …

Over the course of the summer, my work resulted in successfully ported code of StructuralIdentifiability.jl, a package that can help researchers who use ordinary differential equations in their work. The package allows answering queries about individual identifiability of parameters and their combinations.

The StructuralIdentifiability.jl package is ready to …

Project Updates

We slightly churned our project idea from the original algorithm implementation into an inclusion of a StructuralIdentifiability.jl package develop by my colleague Gleb Pogudin. The package is currently part of SciML with more updates to come!

Here is a list of things it can do:

• check local …