AI

Why multi-head self attention works: math, intuitions a...

Learn everything there is to know about the attention mechanisms of the infamous...

Build a Transformer in JAX from scratch: how to write a...

How to develop and train a Transformer with JAX, Haiku and Optax. Learn by examp...

Speech synthesis: A review of the best text to speech a...

Explore the most popular deep learning models to perform text to speech (TTS) sy...

Tensorflow Extended (TFX) in action: build a production...

A tutorial on how to get started with Tensorflow Extended and how to design and ...

An overview of Unet architectures for semantic segmenta...

Learn everything about one of the most famous convolutional neural network archi...

How Graph Neural Networks (GNN) work: introduction to g...

Start with Graph Neural Networks from zero and implement a graph convolutional l...

Top Resources to start with Computer Vision and Deep Le...

A curated list of the best courses, books and blog to learn computer vision with...

A complete Hugging Face tutorial: how to build and trai...

Learn about the Hugging Face ecosystem with a hands-on tutorial on the datasets ...

Regularization techniques for training deep neural netw...

Discover what is regularization, why it is necessary in deep neural networks and...

An introduction to Recommendation Systems: an overview ...

Learn about the SOTA recommender system models. From collaborative filtering and...

Speech Recognition: a review of the different deep lear...

Explore the most popular deep learning architecture to perform automatic speech ...

Grokking self-supervised (representation) learning: how...

A general perspective on understanding self-supervised representation learning m...

A complete Weights and Biases tutorial

Learn about the Weights and Biases library with a hands-on tutorial on the diffe...

Understanding SWAV: self-supervised learning with contr...

A mathematical explanation of the Swapping Assignments Between Views (SWAV) paper.

Best Graph Neural Network architectures: GCN, GAT, MPNN...

Explore the most popular gnn architectures such as gcn, gat, mpnn, graphsage and...

Deep learning on computational biology and bioinformati...

A self-complete guide for understanding biology concepts that are necessary for ...

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