Batch Normalization with PyTorch
One of the key elements that is considered to be a good practice in a neural network is a technique...
Tag: deep learning
An introduction to DCGANs
The class of Generative Adversarial Network models, or GANs, belongs to the toolbox of any advanced Deep Learning engineer these...
Easy Chatbot with DialoGPT, Machine Learning and HuggingFace Transformers
These past few years, machine learning has boosted the field of Natural Language Processing via Transformers. Whether it’s Natural Language...
Transformers for Long Text: Code Examples with Longformer
Transformer models have been boosting NLP for a few years now. Every now and then, new additions make them even...
Longformer: Transformers for Long Sequences
Transformers have really changed the NLP world, in part due to their self-attention component. But this component is problematic in...
Easy Table Parsing with TAPAS, Machine Learning and HuggingFace Transformers
Big documents often contain quite a few tables. Tables are useful: they can provide a structured overview of data that...
The TAPAS Transformer: Table Parsing with BERT
TAPAS (Table Parser) is a weakly supervised Transformer-based question answering model that reasons over tables without generating logical forms. Instead,...
Easy Causal Language Modeling with Machine Learning and HuggingFace Transformers
Machine Learning in NLP is making a lot of progress. It can be used for many language tasks, primarily thanks...
Easy Named Entity Recognition with Machine Learning and HuggingFace Transformers
Deep learning approaches have boosted the field of Natural Language Processing in recent years. A variety of tasks can now...
How to save and load a PyTorch model?
You don’t train deep learning models without using them later. Instead, you want to save them, in order to load...
