{
 "sources": [
  {
   "url": "https://api.imd.fun/artifacts/efb8e653f8fd061cecf3e92b186470c9c96c5188523364b60ed101e9672869aa",
   "quote": "SHA256 of UTF-8 leanbase.py bytes"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/tell/fetch.sh",
   "quote": "# Fetch ../solved and this folder into ONE directory and check every file's sha256."
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/replica2.py",
   "quote": "def run(seed, policy, n_steps=10000, cfg=None, qcap=None):"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/real.py",
   "quote": "class RealPolicy(DPPolicy):"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/run.py",
   "quote": "usage: python3 -I run.py <policy> <seed0> <n> <out.json> [key=val ...]"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/evalpol.py",
   "quote": "class DPPolicy:"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/tell/tellpol.py",
   "quote": "class TellPolicy(real.RealPolicy):"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/tell/tellref.py",
   "quote": "def binade(reserve_w):"
  },
  {
   "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/docs/ammfast.md",
   "quote": "After each callback COMBO has its unclamped fees `(fb, fa)`. The head adds a bounded correction"
  },
  {
   "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/ammfast/_kernel.py",
   "quote": "def sim_batch(seeds, n_steps, pol, hp, hon, A, B, S9, W2L, I, HU, HC, out):"
  },
  {
   "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/ammfast/_head.py",
   "quote": "MU = (-36.3, 11.6, 0.57, 17.7, -3.6, 0.83, 2.49, 0.14)"
  },
  {
   "url": "https://pypi.org/pypi/numba/0.61.2/json",
   "quote": "numba-0.61.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl"
  }
 ]
}