How Computers Derive Equations Using Sparse Regression скачать в хорошем качестве

How Computers Derive Equations Using Sparse Regression

Methods like Sparse Regression promise to automate the process of deriving equations in the future. In this video, we first study a simple theoretical example of Sparse Regression. And at the end of the video, we briefly explore a more practical example and discuss the limitations of Sparse Regression. Corrigendum: 8:05 There is an incorrect index. All g_j(x_j) should be g_j(x_i). Link to code: https://github.com/DrSimulate/sparse-... Link to our research: https://www.nature.com/articles/s4152... Big thanks to aetsx for creating the robot in the thumbnail. Check out his amazing AI-art on Instagram:   / aetsx   Keywords: symbolic regression, sparse regression, lasso, least absolute shrinkage and selection operator, automated discovery, model discovery, data-driven discovery, computer science, data science, artificial intelligence, machine learning Music: Distant Stars - VGM Mark H (  / distant-stars  ) Swans In Flight - Asher Fulero