Posts by Category

CLIP

OpenAI CLIP

14 minute read

Published:

CLIP jointly learns image and text representations which enables it to perform zero-shot image classification

GAN

Generative Adversarial Networks

18 minute read

Published:

GANs are a type of generative models that try to learn the underlying distribution of a given dataset by making two sub-models compete against each other in a zero sum game.

ML

OpenAI CLIP

14 minute read

Published:

CLIP jointly learns image and text representations which enables it to perform zero-shot image classification

Transformer Models

20 minute read

Published:

The Transformer is a deep learning model that uses “attention” to determine the relative importance of various parts of the input data.

Generative Adversarial Networks

18 minute read

Published:

GANs are a type of generative models that try to learn the underlying distribution of a given dataset by making two sub-models compete against each other in a zero sum game.

Transformer

Transformer Models

20 minute read

Published:

The Transformer is a deep learning model that uses “attention” to determine the relative importance of various parts of the input data.

linux

Linux CLI Cheat Sheet

less than 1 minute read

Published:

Some useful commands and shortcuts for linux command line.

math

Statistics and Probability Basics

6 minute read

Published:

Some basic theorems and results in probability and statistics that form the basis for many concepts in machine learning.

ml

Normalization Methods

5 minute read

Published:

Different normalization methods that can be used to mitigate internal covariate shift and improve model performance.

other

Statistics and Probability Basics

6 minute read

Published:

Some basic theorems and results in probability and statistics that form the basis for many concepts in machine learning.

Linux CLI Cheat Sheet

less than 1 minute read

Published:

Some useful commands and shortcuts for linux command line.