Generative Molecular Design (Part 1): common molecular representations in data science. The post How Computers “See” Molecules appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

POS tagging, dependency parser and named entity recognition. The post Mastering NLP with spaCy – Part 2 appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

What happens when you stop concatenating and start decomposing: a new way to think about attention. The post Mechanistic View of Transformers: Patterns, Messages, Residual Stream… and LSTMs appeared first on Towards Data Science. Generated by RSStT. The copyright…

Let’s observe the matter on the atomic level The post Exploratory Data Analysis: Gamma Spectroscopy in Python (Part 3) appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Combining unsupervised clustering with supervised learning to detect and predict stellar flares The post Stellar Flare Detection and Prediction Using Clustering and Machine Learning appeared first on Towards Data Science. Generated by RSStT. The copyright…

Part 2: Guardrails, research code, reading The post Things I Wish I Had Known Before Starting ML appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Explaining the TF-IDF statistic for measuring word importance in a set of documents. Illustrated by applying to the books of the Bible.

Mathematical intuition and practical considerations for NLP scenarios The post Demystifying Cosine Similarity appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Learn how to write informative technical articles The post How to Write Insightful Technical Articles appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

The key to successful ML projects isn't always more resources The post How to Design Machine Learning Experiments — the Right Way appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Do RAG without doing RAG with this powerful new NLP and data extraction library The post Introducing Google’s LangExtract tool appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

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…

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…

Improve your LLM by optimizing its context The post How to Create Powerful LLM Applications with Context Engineering appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source

Modular arithmetic is a mathematical system where numbers cycle back to the beginning after reaching a value called the modulus. The system is often referred to as “clock arithmetic” due to its similarity to how analog 12-hour clocks represent time. This…

Water cooler small talk is a special kind of small talk, typically observed in office spaces around a water cooler. There, employees frequently share all kinds of corporate gossip, myths, legends, inaccurate scientific opinions, indiscreet personal anecdotes…

Automating model tuning in Python with Gemini, LangGraph, and Streamlit for regression and classification improvements The post Smarter Model Tuning: An AI Agent with LangGraph + Streamlit That Boosts ML Performance appeared first on Towards Data Science.…

Accuracy alone doesn’t guarantee trustworthiness. Monotonicity ensures predictions align with common sense and business rules. The post Designing Trustworthy ML Models: Alan & Aida Discover Monotonicity in Machine Learning appeared first on Towards Data Science.…

Ever wondered how different things might have been if ChatGPT had existed at the start of Covid? Especially for data scientists who had to update their forecast models? The post What If I Had AI in 2020: Rent The Runway Dynamic Pricing Model appeared first…

Learn how to validate large scale LLM applications The post How to Perform Comprehensive Large Scale LLM Validation appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source