{
  "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/ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979",
      "quote": "19-8-2, ReLU clipped [0,4], inputs clipped [-4,4]"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea",
      "quote": "run_many returns rows [edge, retail_edge, arb_edge, retail_volume]."
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690",
      "quote": "99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe"
    },
    {
      "url": "https://api.imdnotdead.fun/artifacts/33f54e81f3372088e9eced52c0174f310ac348af98ef5727b73785c088679194",
      "quote": "# Fees are outside reserves, so k stays fixed up to floating-point roundoff."
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py",
      "quote": "def _build_configs(self) -> list[amm_sim_rs.SimulationConfig]:"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/evm/executor.py",
      "quote": "GAS_LIMIT_TRADE = 250_000"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/evm/compiler.py",
      "quote": "class SolidityCompiler:"
    },
    {
      "url": "https://raw.githubusercontent.com/rust-random/rand/0.8.5/rand_core/src/lib.rs",
      "quote": "const INC: u64 = 11634580027462260723;"
    },
    {
      "url": "https://raw.githubusercontent.com/rust-random/rand/0.8.5/rand_pcg/src/pcg128.rs",
      "quote": "pub type Pcg64 = Lcg128Xsl64;"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_sim_rs/src/market/price_process.rs",
      "quote": "let z: f64 = StandardNormal.sample(&mut self.rng);"
    },
    {
      "url": "https://raw.githubusercontent.com/rust-random/rand/8f372500f05dfadcff6c35e773e81029ab7debad/rand_distr/src/utils.rs",
      "quote": "let i = bits as usize & 0xff;"
    },
    {
      "url": "https://raw.githubusercontent.com/rust-random/rand/8f372500f05dfadcff6c35e773e81029ab7debad/rand_distr/src/ziggurat_tables.rs",
      "quote": "pub const ZIG_NORM_R: f64 = 3.654152885361008796;"
    },
    {
      "url": "https://raw.githubusercontent.com/rust-random/rand/8f372500f05dfadcff6c35e773e81029ab7debad/rand_distr/src/normal.rs",
      "quote": "x = x_.ln() / ziggurat_tables::ZIG_NORM_R;"
    },
    {
      "url": "https://raw.githubusercontent.com/rust-random/rand/0.8.5/src/distributions/float.rs",
      "quote": "fraction.into_float_with_exponent(0) - (1.0 - EPSILON / 2.0)"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_sim_rs/src/simulation/engine.rs",
      "quote": "let fair_price = price_process.step();"
    }
  ]
}