This is the homepage for the QuantEcon-IMF seminar on scientific and high performance computing to be held in Washington DC in October 2023.
Instructor: John Stachurski (Australian National University, Co-founder of QuantEcon)
The languages of instruction will be Python and Julia. Instruction will draw on, but not be limited to, the
- QuantEcon Python Programming lecture series
- QuantEcon Julia Programming lecture series
- Julia for scientific computing
- Python for scientific computing
- Numba, Julia and modern JIT compilers
- Automatic differentiation, parallelization and GPU computing with JAX
- Application: Markov chains, time series models and distribution dynamics