hark
https://github.com/econ-ark/hark
Python
Heterogenous Agents Resources & toolKit
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- Issues
- Proposal: keep the classic tools simple, put the new-generation capabilities in a designated tier
- The Jacobian tools follow the agent's choice of economy: stationary or secular, set by PermGroFacAgg
- Example notebook: transition matrices or Monte Carlo, which to use when
- Krusell-Smith notebook: Takeaways on what the sequence-space method answers, what it gives up, and its speed
- Add a contraction-aware stopping rule and a convergence report with the target levels of market resources
- GenIncProcess-family simulation applies PermGroFac twice (simulated pLvl grows at PermGroFac**2)
- Apply PermGroFac once in GenIncProcess-family simulation
- Cut repeated work and dead code from the test suite
- Add HARK.stationary: plug-in methods for solving infinite-horizon problems directly, with Anderson mixing first
- Add check_flow_budget and aggregate_SSJs beside make_basic_SSJ: the household flow-budget identity as the acceptance test, and aggregation over types
- Docs
- Python not yet supported