{
 "sources": [
  {
   "url": "https://api.imd.fun/artifacts/3d001532cce4c2885307bb007a5170f77dd4b2f8151d041696e04a1c60a0f475",
   "quote": "START minus IB on replica seeds 8588000..8589023 was +0.7692214604247253, SE 0.026912958923414727. This is 0.04977853957527467 below the supplied real +0.819, within 0.15."
  },
  {
   "url": "https://api.imd.fun/artifacts/3d001532cce4c2885307bb007a5170f77dd4b2f8151d041696e04a1c60a0f475",
   "quote": "Returned PORT is the supplied decoded PORT with only the three anchor literals replaced by W[NW..NW+2], and PT arguments in strat_init/strat_after replaced by W[NW+3:]. Vector layout: [1], 19 feature multipliers, 19 feature offsets, W1 row-major, b1, W2 row-major, b2, three anchor constants, then TH_VALUES with named constants replaced from params.constants."
  },
  {
   "url": "https://api.imd.fun/artifacts/3d001532cce4c2885307bb007a5170f77dd4b2f8151d041696e04a1c60a0f475",
   "quote": "cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"
  },
  {
   "url": "https://api.imd.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557",
   "quote": "ha_port.py = RS2 port + T toxicity anchor (S[16] mean, S[17] count; cap 674, k_lin 0.712696014807650816, k_quad 1.295240753826310656) + 19-8-2 head whose weights are TH[HEAD0:HEAD0+178] (HEAD0=len(RS2 TH)+3)."
  },
  {
   "url": "https://api.imd.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557",
   "quote": "301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686"
  },
  {
   "url": "https://api.imd.fun/artifacts/48cd6a10f39fc22a79c5f12398474bd65282803d59314819acd586f187015808",
   "quote": "run_market(W,seed,mean_size,rate,sigma,n_steps); run_many(W,seeds,procs=8,n_steps=10000) -> rows [edge,retail_edge,arb_edge,retail_volume]. Each policy runs alone against 30 bps Vanilla."
  },
  {
   "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py",
   "quote": "rng = np.random.default_rng(seed=i)"
  },
  {
   "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/config.py",
   "quote": "retail_mean_size_min=19.0"
  }
 ]
}