Surprise

Windsurf’s surprise AI model reveal

Good morning, AI enthusiasts. AI coding platform Windsurf just sailed into recent territory with an in-house model release of its own — launching the SWE-1 family designed to streamline every step of software engineering.Coming right...

😲 Quantifying Surprise — A Data Scientist’s Intro To Information Theory — Part 1/4: Foundations

Through the telecommunication boom, Claude Shannon, in his seminal 1948 paper¹, posed a matter that may revolutionise technology:How can we quantify communication?Shannon’s findings remain fundamental to expressing information quantification, storage, and communication. These insights...

Google’s Gemini 2.0 holiday surprise

Welcome, AI enthusiasts. Gemini 2.0 is here, and it's a large breakthrough for AI agents — with latest multimodal capabilities, deep research tools, and seriously impressive projects. The ‘12 Days of OpenAI’ has been hogging...

OpenAI’s holiday surprise

Welcome, AI enthusiasts.The vacations are approaching, and OpenAI’s Sam Altman is prepping some shiny recent AI presents for under the tree. With a ‘12 Days of OpenAI’ event and recent insights on AGI, Elon...

Leveraging Surprise Library for Recommender Systems in Python

import surprisefrom surprise import Datasetfrom surprise import SVDfrom surprise.model_selection import train_test_splitfrom surprise import accuracy# Load the book-crossing datasetdata = Dataset.load_builtin('book-crossing')# Split the info into training and testing setstrainset, testset = train_test_split(data, test_size=0.2)# Define the...

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