spacejam

for automatic differentiation and other looney things

• Introduction
• How to use
  • Demo I: Scalar function, scalar input
  • Demo II: Scalar function with vector input
  • Demo III: Vector function with vector input
• Background
  • Numerical Integration: A brief crash couse
  • Automatic Differentiation: A brief overview
• Software Organization
  • Overview of main modules
  • Installation
    • Virtual Environment
    • Tests
• Implementation Details
  • Data Structures
  • API
    • spacejam.autodiff
    • spacejam.dual
    • spacejam.integrators
• Example Applications
  • Background
    • (s = 0) Method
    • (s = 1) Method
    • (s = 2) Method
  • Astronomy Example
    • Background
    • Initial Conditions
    • Equations of Motion
    • Simulation
  • Ecology Example
    • Background
    • Initial Conditions
    • Equations of population growth
    • Simulation
• Future