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The original was posted on /r/singularity by /u/thumbsdrivesmecrazy on 2024-01-22 10:29:39+00:00.
AI coding assistants seems really promising for up-leveling ML projects by enhancing code quality, improving comprehension of mathematical code, and helping adopt better coding patterns. The new CodiumAI post emphasized how it can make ML coding much more efficient, reliable, and innovative as well as provides an example of using the tools to assist with a gradient descent function commonly used in ML: Elevating Machine Learning Code Quality: The Codium AI Advantage
- Generated a test case to validate the function behavior with specific input values
- Gave a summary of what the gradient descent function does along with a code analysis
- Recommended adding cost monitoring prints within the gradient descent loop for debugging