{
  "sources": [
    {
      "url": "https://api.imdnotdead.fun/artifacts/2333ecf28d4356bd232b85c1e55842e94e1ada05e1cd067830b5625dfdbc5336",
      "quote": "CMA-ES (pycma 4.x) over 219 = 178 head weights + 41 constants"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690",
      "quote": "Both strategies run separately against Vanilla with 8 workers"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/33f54e81f3372088e9eced52c0174f310ac348af98ef5727b73785c088679194",
      "quote": "Fees are outside reserves, so k stays fixed up to floating-point roundoff."
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/6ac5e013b7b1fb4c5e7bdcdfec0aba28b16824e18ccf39500f258533879faffe",
      "quote": "Each arm runs alone against VanillaStrategy using amm_sim_rs.run_batch(..., 8)."
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea",
      "quote": "Scalar market replica of amm-challenge @6b6921f8."
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979",
      "quote": "19-8-2, ReLU clipped [0,4], inputs clipped [-4,4]"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py",
      "quote": "rng = np.random.default_rng(seed=i)"
    }
  ]
}