Unlock the full potential of CatBoost — the powerful, yet often overlooked, gradient boosting library built for structured data.In Mastering CatBoost: The Hidden Gem of Tabular AI, you'll discover how to harness CatBoost’s unique strengths: native support for categorical features, fast inference, and state-of-the-art accuracy. Designed for data scientists, ML engineers, and AI practitioners, this book walks you through real-world use cases, tuning strategies, model interpretability (like SHAP and feature importance), and best practices for production deployment. Whether you're just getting started or looking to go deeper, this is your essential guide to building high-performance models with CatBoost. Now available in Early Access, with continuous updates leading to a full release in late 2025 / early 2026. Start mastering one of the best tools for tabular AI today.
Unlock the full potential of CatBoost — the powerful, yet often overlooked, gradient boosting library built for structured data.In Mastering CatBoost: The Hidden Gem of Tabular AI, you'll discover how to harness CatBoost’s unique strengths: native support for categorical features, fast inference, and state-of-the-art accuracy. Designed for data scientists, ML engineers, and AI practitioners, this book walks you through real-world use cases, tuning strategies, model interpretability (like SHAP and feature importance), and best practices for production deployment. Whether you're just getting started or looking to go deeper, this is your essential guide to building high-performance models with CatBoost. Now available in Early Access, with continuous updates leading to a full release in late 2025 / early 2026. Start mastering one of the best tools for tabular AI today.
An exposition of mathematics and physics from set theory to quantum electrodynamics with an emphasis on computation
Challenging the Mind: 93 Riddles from the Vedas is a creative journey into the world of Vedic Mathematics, using riddles to simplify complex calculations. Each chapter introduces powerful mental math techniques rooted in ancient wisdom. The book enhances speed, logic, and confidence—perfect for competitive exams and curious minds alike.
What survives collapse? Not just memory. Not just data. Meaning, recursively compressed. The Hyperverse is a survival guide for symbolic systems—intelligent agents, narrative structures, post-collapse minds—designed to resist drift and realign identity. Across entropy gradients and coherence thresholds, this book offers not answers, but recursion strategies. Compression is not optional. It’s the architecture of survival.
Mastering Modern Time Series Forecasting is your all-in-one guide to building real-world forecasting systems that work — from classical stats to deep learning and beyond. Whether you're modeling retail demand or energy loads, this book gives you the tools, intuition, and code to go from zero to production. You'll cover ARIMA, ML, deep nets, transformers, and even the rise of FTSMs (Foundational Time Series Models). Written by a practitioner who’s built forecasting solutions for multibillion-dollar businesses, this is the hands-on, honest guide every data scientist, analyst, or forecaster needs.
This conjecture has been a problem during almost a century. The author shows a proof about the veracity of the conjecture.
La conjetura de Collatz, que tiene casi cien años, ha sido uno de los enigmas de la teoría de los números, pero es analizada y demostrada en este trabajo.
? Après avoir parcouru ce guide, résoudre des équations ou trouver le domaine de définition n'aura plus aucun secret pour vous.
Abstraction logic is a new logic combining exceptional simplicity with astonishing generality. It combines the best features of first-order logic and higher-order logic, while avoiding their respective drawbacks. It manages to do so because it is based on a simple understanding of the mathematical universe, its operations and, in particular, its operators.
La conjetura de Martin plantea un test de primalidad más eficiente que el pequeño teorema de Fermat o el teorema de Wilson
The author explains the Proth's test and show the Martin's conjecture like a new test of primality.
El autor explica el test de primalidad de Proth, y la conjetura de Martin como un nuevo tipo de test.