Welcome to ForBlog by ForBo7

Here you can experience my various ventures into learning, as well as read about other various useful tid-bits.

What I Learned during my Second and Third Internships

You Learn by Doing

Brief summaries of various things I learned.

24 September 2024

Implementing a Neural Network from Scratch

The DIY Guide to Digital Brain Building

First I implement from scratch. Then I progressively reimplement with PyTorch. It is simpler than you think.

A Brief Token on Tokenizers

This limited time DLC post costs only 499 tokens to unlock.

Tokenizers in a high-level nutshell.

24 January 2024

Backpropagation Explained using English Words*

Propagating you all way the from the back.

*Most words are in English.

Implementing and Optimizing Meanshift Clustering

This post includes a cool animation.

A guide to grouping data together — fast.

Intuitively Approaching Einstein Summation Notation

Putting it in an einsum-ple manner.

An alternative way to write matrix operations.

(Un)successfully Implementing DiffEdit

The (Un)expected Difficulties of Editing

An attempt at implementing the DiffEdit paper.

Iterators and Generators

Iteratively Generating Iterative Generators

Iterators and generators shown by example.

Implementing Stable Diffusion From Its Components

Creating a Diffuser that Diffuses Stable-y

Implementing stable diffusion from the 🤗 🧨 library.

My Musings Through Stable Diffusion

Diffusing the Musings

Exploring the various knobs and dials of stable diffusion.

Stable Diffusion, Summarized

Taking a Look at how Diffusers Dream

A concise, high level overview on the mechanisms of stable diffusion.

How to Convert Audio to Spectrogram Images

Visualizing Sound

A no nonsense guide to creating spectrograms from audio with PyTorch torchaudio.

Transformers, Simply Explained

Autobots or Decepticons?

All transformers really do is fill in the blanks and autocomplete.

28 February 2023

A No Nonsense Guide on how to use an M-Series Mac GPU with PyTorch

M-Series Macs is better than saying M1/M2 Macs

Squeezing out that extra performance.

26 January 2023

Adding Subscriptions to a Quarto Site

Subscribable Subscriptions

A no nonsense, to the point guide to implementing subscriptions in your Quarto site.

23 December 2022

Isaac Flath, Salman Naqvi

AI in a Nutshell

This nutshell contains very little math!

AI models are much, much simpler than you think.

04 October 2022

Detecting Floods for Disaster Relief

How good are you at detecting floods?

A rundown of the creation of my flood classifier.

12 September 2022

Data Quality is Important | Car Classifier

Most of the time, data matters more than the model.

A No Nonsense Guide to Reading a Confusion Matrix

Are you confused yet?

A straight to the point guide about reading a confusion matrix.

My first AI model

Can you bare reading through this bear classifier?

A rundown on my first attempt at creating model.

How to Approach Creating AI Models

Putting the Drive into the Train

There’s more to AI than just creating models.