IEEE

Data-Driven MPC With Stability Guarantees Using Extended Dynamic Mode Decomposition

Abstract: For nonlinear (control) systems, extended dynamic mode decomposition (EDMD) is a popular method to obtain data-driven surrogate models. Its theoretical foundation is the Koopman framework, ...
IEEE

Predicting Heart Diseases Using Machine Learning and Different Data Classification Techniques

Abstract: Heart disease (HD), including heart attacks, is a primary cause of death across the world. In the area of medical data analysis, one of the most difficult problems to solve is determining ...
Hacker

Native JSON Streaming in Symfony: How to Bypass Memory Limits and More

Hi, friends, being AI enthusiast, I'm an MBA, CEO and CPO who loves building products. I share my insights here.) Hi, friends, being AI enthusiast, I'm an MBA, CEO and CPO who loves building products.
GitHub

test_cli_commands.py

Tests every cmd_* function that was previously untested. Pattern: call function directly, capture stdout via capsys, parse JSON output. monkeypatch.setattr("msam.core.embed_text", lambda t: fake_emb) ...