A walk-through of and the maths behind using low-capacity networks to acquire fine-grained scoring when only categorical labelling is available for training. We use it to predict the severity of an infection on a scale based on information on just rough outcomes…

We can call this one an experiment.. The life that has been gifted to us is old… more than 6,000 years old. It began before recorded time, on the plains of Mesopotamia. There it was that the race of men was regimented; it was there that they learned to be…

Learn how to fine-tune BERTopic settings for more focused, reproducible, and interpretable results The post Fine-Tune Your Topic Modeling Workflow with BERTopic appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original…

How FGVC aims to recognize images belonging to multiple subordinate categories of a super-category The post A Refined Training Recipe for Fine-Grained Visual Classification appeared first on Towards Data Science. Generated by RSStT. The copyright belongs…

Explaining Coconut (Training Large Language Models to Reason in a Continuous Latent Space) in simple terms The post Coconut: A Framework for Latent Reasoning in LLMs appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the…

A hands-on tutorial with Python and CasADi The post Model Predictive-Control Basics appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Embrace your inner software developer The post Reducing Time to Value for Data Science Projects: Part 4 appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

There is a simple fact that people are unable to ingest. You can explain it with charts, graphs and documentation… and they may even like the sound of it… but it soon fades and is forgotten. This truth is simply too foreign to us; it doesn’t fit within our…

Since the way we manipulate high-dimensional vectors is primarily matrix multiplication, it isn’t a stretch to say it is the bedrock of the modern AI revolution. The post A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That? appeared…

If you want your AI project to succeed, mastering expectation management comes first. When working with AI projets, uncertainty isn’t just a side effect, it can make or break the entire initiative. Most people impacted by AI projects don’t fully understand…