Can I use this skill for machine learning tasks?

Yes, its sophisticated automatic differentiation (forward and reverse mode) and symbolic math capabilities are highly useful for custom scientific computing and ML optimization.

What physics textbook is this based on?

It is based on 'Structure and Interpretation of Classical Mechanics' by Sussman and Wisdom, focusing on Lagrangian and Hamiltonian formulations.

Does this skill support Scheme code?

Yes, it provides specific 'bicomodule' bridges to SRFI libraries, allowing for structural conservation across Clojure and Scheme boundaries.

What is the difference between SICMUtils and Emmy?

Emmy is the modern Clojure implementation and evolution of the original SICMUtils library, providing the same executable mathematics for computational physics.

SICMUtils (Emmy) Physics Math

Name: SICMUtils (Emmy) Physics Math
Author: plurigrid

byplurigrid

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データサイエンスとML

Provides a powerful Clojure environment for symbolic mathematics, automatic differentiation, and computational classical mechanics.

概要

SICMUtils (now Emmy) implements the specialized scmutils library from the 'Structure and Interpretation of Classical Mechanics' (SICM) textbook in Clojure. This skill enables Claude to perform advanced symbolic algebra, simplify complex mathematical expressions, and execute automatic differentiation in both forward and reverse modes. It is specifically designed for modeling Lagrangian and Hamiltonian mechanics, differential geometry, and bridging Clojure-based mathematical computations with Scheme SRFI-compatible abstractions, making it an essential tool for high-fidelity computational physics and scientific engineering.

主な機能

Differential geometry and manifold primitives
Symbolic algebra and expression simplification
2 GitHub stars
SRFI-compatible bridges for Clojure/Scheme interop
Lagrangian and Hamiltonian mechanics modeling
Forward and reverse mode automatic differentiation

ユースケース

Simulating complex physical systems using Hamiltonian evolution
Bridging computational physics models between Clojure and Scheme environments
Performing symbolic calculus and algebraic transformations in Clojure

概要

主な機能

Differential geometry and manifold primitives
Symbolic algebra and expression simplification
2 GitHub stars
SRFI-compatible bridges for Clojure/Scheme interop
Lagrangian and Hamiltonian mechanics modeling
Forward and reverse mode automatic differentiation

ユースケース

Simulating complex physical systems using Hamiltonian evolution
Bridging computational physics models between Clojure and Scheme environments
Performing symbolic calculus and algebraic transformations in Clojure