Code for a master's thesis on tracking the S&P 500 with a small number of stocks. Part 1 replicates the autoencoder-based smart-indexing example of Heaton, Polson and Witte, re-estimates it with cross ...
GPT-6 Astra edited Qwen’s weights and raised MATH-500 from 7.9% to 48.1% in author-run tests. How weight-space programming works—and its limits.
Smart Content editor test: a 2:30 16:9 step-by-step screencast on animating a single image with an AI video generator. Google Flow (Nano Banana 2.1, Veo 3.1 Fast), edited in Python + ffmpeg; 1080p ...
How to help postgraduate students interpret real-time data and system behaviour to detect early warning signals, identify emerging disruptions and guide decisions – rather than simply report after the ...
Machine learning is often used to predict future values from data. But what if, instead of just predictions, you could ...
A new study reports that Random Forest and Gaussian and Sigmoid kernel Support Vector Machines, combined with systematic ...
Gemini Notebook example response: In Python, when you try to access a dictionary value using bracket notation (like ' ["color ...
Learn seven design patterns for data science code, from Strategy and Adapter to Command and Proxy, each matched to the ...
Dropping low-correlation features can delete real signal. Learn why, see a Python demo, and use better feature selection: MI, ...
Fabric Runtime 2.0 is the latest generally available (GA) and default runtime for Apache Spark workloads in Microsoft Fabric. It updates the operating system, Java, Scala, Python, R, Apache Spark, and ...
Getting Started with Operations Research for Birdsong in Python—Decoding forest sounds with "mathematical optimization" and ...
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