Baidu Tech Salon
Jul 23, 2024 · Artificial Intelligence
Linear Algebra Fundamentals and PaddlePaddle Applications
The article reviews core linear algebra concepts—vectors, matrices, eigenvalues, and transformations—and demonstrates how PaddlePaddle’s paddle.linalg API enables practical tasks such as least‑squares regression, image compression via SVD, PCA‑based dimensionality reduction, and broader machine‑learning, graphics, cryptography, and optimization applications.
PCAPaddlePaddleSVD
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