Batch Normalization with PyTorch
One of the key elements that is considered to be a good practice in a neural network is a technique...
Category: Frameworks
Creating Interactive Visualizations of TensorFlow Keras datasets
Data scientists find some aspects of their job really frustrating. Data preprocessing is one of them, but the same is...
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...
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...
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 Masked Language Modeling with Machine Learning and HuggingFace Transformers
Masked Language Modeling (MLM) is a language task very common in Transformer architectures today. It involves masking part of the...
Easy Speech Recognition with Machine Learning and HuggingFace Transformers
Transformer architectures have gained a lot of attention in the field of Natural Language Processing. Ever since the original Transformer...
Easy Machine Translation with Machine Learning and HuggingFace Transformers
Transformers have significantly changed the way in which Natural Language Processing tasks can be performed. This architecture, which trumps the...
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...
