AI can write code like humans-mistakes and all

Some software developers Now let artificial intelligence Help write their code. They found that artificial intelligence is as flawed as humans.

Last June, GitHub, Subsidiary Microsoft Provide tools for hosting and collaborative code, Released A beta version of a program that uses AI to assist programmers.Start typing commands, database queries or requests to API, and then call the program Co-pilot, Will guess your intentions and write the rest.

Alex NakaA data scientist at a biotechnology company, he signed up for the Copilot test. He said that the program was very helpful and changed the way he works. “It allows me to spend less time jumping to the browser to find API documentation or examples on Stack Overflow,” he said. “It feels a bit like my job has changed from a code generator to a code discriminator.” Read More

#devops, #nlp

Physics-based Machine Learning

Welcome to the Physics-based Deep Learning Book (v0.1)

This document contains a practical and comprehensive introduction of everything related to deep learning in the context of physical simulations. As much as possible, all topics come with hands-on code examples in the form of Jupyter notebooks to quickly get started. Beyond standard supervised learning from data, we’ll look at physical loss constraints, more tightly coupled learning algorithms with differentiable simulations, as well as reinforcement learning and uncertainty modeling. We live in exciting times: these methods have a huge potential to fundamentally change what computer simulations can achieve. Read More

#machine-learning