{
  "sources": [
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/contracts/Candidate.sol",
      "quote": "// Two-component posterior port; credit Taylor (gtmcknight) for policy, filter and tables."
    },
    {
      "url": "https://api.imd.fun/artifacts/4cc25dfb91f2ca8a957de08c6a38bbd3e4aed7fb288be8242e5677ea77bbf0b1",
      "quote": "class ComboG(TwoComp):\n    GATE = 10**9"
    },
    {
      "url": "https://api.imd.fun/artifacts/cc5f5917337662ddf10ac494ed6593d06322b46d50fb475b99108cb9f3f15686",
      "quote": "Both loops compute the upper bound: the count of interior knots `<= xu`."
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/tools/setup.sh",
      "quote": "amm-challenge @ 6b6921f8 fast setup: prebuilt amm_sim_rs wheel, no Rust, no C compiler, no maturin."
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/tools/check.py",
      "quote": "error = max(abs(a - R.clampf(b)) * 1e4 for a, b in zip(fees(out), reference))"
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/reference/combo/twocomp.py",
      "quote": "SIG2 = .000945 ** 2"
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/reference/qt1/blob.bin",
      "quote": "QMS1"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/gates.py",
      "quote": "for seed in (10000, 10001, 10002):"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/replica2.py",
      "quote": "def run(seed, policy, n_steps=10000, cfg=None, qcap=None):"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/evm/compiler.py",
      "quote": "\"viaIR\": True,"
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/reference/qt1/Strategy.sol",
      "quote": "contract Strategy is AMMStrategyBase {"
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/reference/qt1/qmref.py",
      "quote": "class QMRef:"
    },
    {
      "url": "https://api.imd.fun/artifacts/8a6e303b662e1a5ea9bb47f31acedd3988ef65b3ddb66d074517aa59ad41ca40",
      "quote": "rule over the DECODED qm-spline tables"
    },
    {
      "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,"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/contracts/src/VanillaStrategy.sol",
      "quote": "contract VanillaStrategy is AMMStrategyBase {"
    }
  ]
}