Re: A NN Solves and Generates Math Problems

2022-01-10 Thread Tim Daly
Suppose the goal was to generate code from proofs. Suppose that certain tactics have "code-like" equivalents. Can we define such a restricted set of tactics? This would eliminate Coq's hammer tactic, for example. The definition of an axiom could include the text for the equivalent program, making

Re: A NN Solves and Generates Math Problems

2022-01-09 Thread Tim Daly
In general, I'm pretty skeptical of Neural Net generation of math, but I'm following the literature quite closely. I recently spent time with an effort that tried to do integration. It was interesting because they could "round trip" the solution by differentiating the result. I worked with the

A NN Solves and Generates Math Problems

2022-01-06 Thread Tim Daly
This is an interesting paper (especially given that it is work under Gilbert Strang): A Neural Network Solves and Generates Mathematics Problems by Progam Synthesis: Calculus, Differential Equations, Linear Algebra, and More. https://arxiv.org/pdf/2112.15594.pdf "This work shows that a neural

A NN Solves and Generates Math Problems

2022-01-06 Thread Tim Daly
A Neural Network Solves and Generates Mathematics Problems by Progam Synthesis: Calculus, Differential Equations, Linear Algebra, and More. https://arxiv.org/pdf/2112.15594.pdf