AI-powered search & chat for Data / Computer Science Students
Learn more with these recommended learning resources
Transformers
If you liked this post and want to learn how machine learning algorithms work, how did they arise, and where are they going, I recommend the following: Transformers are a type of neural network…
Read more at Towards Data Science
Find similar
Transformers Explained
This post is an in-depth elucidation of the Transformer model from the well-known paper “Attention is all you need” by Google Research. This model has been a pioneer to many SOTA (state of the art)…
Read more at Towards Data Science
Transformers — You just need Attention
Natural language processing or NLP is a subset of machine learning that deals with text analytics. It is concerned with the interaction of human language and computers. There have been different NLP…
Read more at Towards Data Science
Universal Transformers
This post will discuss the Universal Transformer, which combines the original Transformer model with a technique called Adaptive Computation Time. The main innovation of Universal Transformers is to…
Read more at Towards Data Science
The Essence of Transformers
Learning sequential data is an important problem in machine leaning that arises in many applications such as time-series analysis and natural language processing. Previously, RNN with LSTM was the…
Read more at Towards Data Science
Transformers — Let’s Dive Deeeep!
By now, you must be thinking of the robots in Michael Bay’s series of American science fiction action films ! The Transformer is a deep learning model introduced in 2017,with its architecture…
Read more at Analytics Vidhya
Transformers: A curious case of “attention”
In this post we will go through the intricacies behind the hypothesis of transformers and how this laid a foundational path for the BERT model. Also, we shall note that the stream of transfer…
Read more at Analytics Vidhya
(Vision) Transformers: Rise of the Chimera
Source: Image by Nadeem on Pixabay. It’s 2023, and transformers are having a moment. No, I’m not talking about the latest installment of the Transformers movie franchise, Transformers: Rise of the Bea...
Read more at Towards AI
A Deep Dive into Transformers
If you have not heard about Transformers in recent times in the field of NLP(Natural Language Processing) or Artificial Intelligence, then you are probably living under a rock. There has been an…
Read more at Analytics Vidhya
Using Transformers
This article works best when you can try out the different methods yourself — run my notebook on deepnote.com to try it! I love the transformers library. It is by far the easiest way to get started…
Read more at Analytics Vidhya
“MLshorts” 9: What are Transformers
Describe in under 300 words Photo by Arseny Togulev on Unsplash What is it? 🤔 Transformers? Are we talking about Optimus Prime?? No, definitely not! In Machine Learning, Transformers are a type of n...
Read more at Python in Plain English
The Transformer
The invention of the transformer addressed problems with recurrent sequence modeling in natural language processing (NLP) and other tasks.
Read more at Towards Data Science
Deep Dive into Transformers by Hand ✍︎
Explore the details behind the power of transformers There has been a new development in our neighborhood. A ‘Robo-Truck,’ as my son likes to call it, has made its new home on our street. It is a Tes...
Read more at Towards Data Science
Transformers Explained Visually (Part 3): Multi-head Attention, deep dive
A Gentle Guide to the inner workings of Self-Attention, Encoder-Decoder Attention, Attention Score and Masking, in Plain English.
Read more at Towards Data Science
Transformers: An exciting revolution from text to videos
We will look at the benefits of Transformers from their application in Natural Language Processing, through Vision Transformers on images and arriving at TimeSformers.
Read more at Towards Data Science
The Map Of Transformers
Transformers A broad overview of Transformers research Fig. 1. Isometric map. Designed by vectorpocket / Freepik. 1\. Introduction The pace of research in deep learning has accelerated significantly ...
Read more at Towards Data Science
The A-Z of Transformers: Everything You Need to Know
Everything you need to know about Transformers, and how to implement them Image by author Why another tutorial on Transformers? You have probably already heard of Transformers, and everyone talks abo...
Read more at Towards Data Science
Transformers: What Are They and How Can I Make One?
A simple summary of Transformers for NLP tasks, and a guide to making a Transformer for text generation with PyTorch. Photo by Suzanne D. Williams on Unsplash If you’re interested in machine learning...
Read more at Towards AI
📹 🤖 Transformers for Video
📝 Editorial Transformers are universally acknowledged as the most important development in deep learning architectures of the last decade. The impact of transformers in natural language understanding...
Read more at TheSequence
A Journey into the Fabulous Applications of Transformers — Part 1
A Journey Into the Fabulous Applications of Transformers — Part 1 Demo with Emphasis on NLP using Python, Hugging Face. Photo by Arseny Togulev on Unsplash The introduction of transformers has made a...
Read more at Towards AI
The Creative Side of Vision Transformers
It is considered one of the most important and irreplaceable peculiarities of humankind. But if this is such a special characteristic, it would be impossible for a neural network to imitate it, isn't…...
Read more at Towards Data Science
🤖 Edge#109: What are Transformers?
In this issue: we start the new series about the Transformer Architectures. The technique that made possible a few major breakthroughs in deep learning; we explore deeper Google’s Attention paper that...
Read more at TheSequence
A Journey into the Fabulous Applications of Transformers — Part 2
A Journey into the Fabulous Applications of Transformers — Part 2 Demo with Emphasis on NLP using Python, Hugging Face Photo by Samule Sun on Unsplash Transformer architecture is widely used in Natur...
Read more at Towards AI
Using Transformers for Computer Vision
Are Vision Transformers actually useful? Continue reading on Towards Data Science
Read more at Towards Data Science- «
- ‹
- …