{
  "sources": [
    {
      "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.\n# From the checkout root:  sh scratch/setup.sh   then prefix commands with   . scratch/env.sh &&\n# Override the wheel with AMM_WHEEL=<url"
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/contracts/Candidate.sol",
      "quote": "// SPDX-License-Identifier: MIT\npragma solidity ^0.8.24;\nimport {AMMStrategyBase} from \"./AMMStrategyBase.sol\";\nimport {TradeInfo} from \"./IAMMStrategy.sol\";\n// Two-component posterior port; credit Taylor (gtmcknight) for policy, filter and"
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/tools/check.py",
      "quote": "#!/usr/bin/env python3\n\"\"\"Gate F effective-fee replay, adapted from SP replay.py.\nCredit: Taylor (gtmcknight), Gaussian filter, qm tables and replica.\nSeed ranges are half-open. Run from a prepared amm-challenge checkout.\n\"\"\"\nimport argpars"
    },
    {
      "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/reference/combo/twocomp.py",
      "quote": "# Two-component lattice substitute, adapted from qt1 and Taylor (gtmcknight).\n\"\"\"qt1 reference: Taylor's (gtmcknight) Gaussian filter (as port-3's standalone.Coarse / trim-2) + real.py's qm fee\nrule over the DECODED qm-spline tables (QMS1 b"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/4cc25dfb91f2ca8a957de08c6a38bbd3e4aed7fb288be8242e5677ea77bbf0b1",
      "quote": "# cp-a: COMBO onto TC-A \u2014 gas blocked\n\nCredit: Taylor (gtmcknight), original solved policy, Gaussian filter, replica, and qm tables. IdentityMD's TwoComp and COMBO sources build on that work.\n\n```json\n{\"blocked\":{\"step\":\"gas\",\"error\":\"Minim"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/cc5f5917337662ddf10ac494ed6593d06322b46d50fb475b99108cb9f3f15686",
      "quote": "# qtr2-spans: upper-bound binary span searches\n\nCredit: Taylor (gtmcknight), solved Gaussian filter and qm policy, pinned amm-sim `4812a6382311624e1506aca131ca35c378f930d9`. Coefficient tables, policy, rounding, and evaluation arithmetic ar"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/8a6e303b662e1a5ea9bb47f31acedd3988ef65b3ddb66d074517aa59ad41ca40",
      "quote": "# qt1: Taylor's qm tables (qm-spline compression) in trim-2's contract\n\n**Summary.** I replaced trim-2's network with the qm-spline lookup and kept trim-2's filter, 3-slot state and fee conversion. The new contract reproduces the reference'"
    },
    {
      "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/gates.py",
      "quote": "\"\"\"Per-seed check values for a port: edge of each reference policy on replica seeds 10000..10002.\nusage: python3 -I gates.py\"\"\"\nimport os, sys\nHERE = os.path.dirname(os.path.abspath(__file__))\nsys.path.insert(0, HERE)\nimport replica2 as R\nf"
    },
    {
      "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/identity-md-launches/goal-3170-beat-network-s-amm-entry/4eb3e985fd31e3cd17832501b95b6d2491aca73d/reference/qt1/blob.bin",
      "quote": "QMS1"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/config.py",
      "quote": "BASELINE_VARIANCE = HyperparameterVariance("
    },
    {
      "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": "SOLC_VERSION = \"0.8.24\""
    }
  ]
}