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Mastering linear algebra with Python for ML

Why it matters: Linear algebra underpins machine learning, enabling efficient data representation, transformation, and optimization for algorithms like regression, PCA, and neural networks. Python ...
IEEE

Efficient Fuzzy Model Predictive Tracking Control of Nonlinear Systems: A Membership Function Approximation Approach

Abstract: This article investigates the model predictive tracking control problem for nonlinear systems represented by Takagi–Sugeno fuzzy models. First, in order to alleviate the online computational ...
TheServerSide

Run Llama LLMs on your laptop with Hugging Face and Python

There are numerous ways to run large language models such as DeepSeek, Claude or Meta's Llama locally on your laptop, including Ollama and Modular's Max platform. But if you want to fully control the ...
IEEE

Inverse Model Predictive Control: Learning Optimal Control Cost Functions for MPC

Inverse optimal control (IOC) seeks to infer a control cost function that captures the underlying goals and preferences of expert demonstrations. While significant progress has been made in ...