When working with Natural Language Processing (NLP) models, particularly transformers like BERT, tokenization is a fundamental step. The “tokenizer.encode_plus” method from the Hugging Face “transformers” library is a popular choice for this. However, you might encounter errors, and this guide…
Machine Learning
When working with Sentence-BERT models to generate embeddings for a large corpus of text, a common challenge arises: the encoding process can be incredibly time-consuming. If you have a dataset with hundreds of thousands of sentences, re-generating these embeddings every…
There are certain things that you should know if you want to develop video games. First, the industry is extremely competitive. A portfolio that showcases your talents is the best way to be noticed. You should have a range of…
If you’re just starting out in machine learning, these beginner-friendly projects will give you the confidence you need to take on more complex tasks. An algorithm such as logistic regression can be used to build your first ML model. It…