{"sources":[{"url":"https://api.github.com/repos/ChengHua926/amm-challenge/commits?per_page=100","quote":"d34a5199c59a4c44d5336a25f1436b4ae1f21104"},{"url":"https://api.github.com/repos/ChengHua926/amm-challenge/git/trees/d34a5199c59a4c44d5336a25f1436b4ae1f21104?recursive=1","quote":"scratch/results/best_params_baseline.json"},{"url":"https://github.com/ChengHua926/amm-challenge/commit/d34a5199c59a4c44d5336a25f1436b4ae1f21104.patch","quote":"Strategy: category.xyz's architecture with TOX_CUBIC_COEF removed.\nWithin-noise equivalent locally (525.53 vs cxyz's 525.54 at 1000 sims)"},{"url":"https://github.com/ChengHua926/amm-challenge/commit/d694b85f90c3599993f15956da5c0f375fe4da1f.patch","quote":"Subject: [PATCH] Add AMM fee strategy exploration scratch work"},{"url":"https://raw.githubusercontent.com/ChengHua926/amm-challenge/d34a5199c59a4c44d5336a25f1436b4ae1f21104/contracts/src/Strategy.sol","quote":"function getName() external pure override returns (string memory) { return \"no_cubic\"; }"},{"url":"https://raw.githubusercontent.com/ChengHua926/amm-challenge/d34a5199c59a4c44d5336a25f1436b4ae1f21104/scratch/results/best_params_baseline.json","quote":"\"avg_edge_sub\": 525.8062833788406"},{"url":"https://raw.githubusercontent.com/ChengHua926/amm-challenge/d34a5199c59a4c44d5336a25f1436b4ae1f21104/scratch/py_oracle_sim.py","quote":"NOTE: RNG does not match Rust byte-for-byte (different PCG seeding),\nso per-seed values differ."},{"url":"https://raw.githubusercontent.com/ChengHua926/amm-challenge/d34a5199c59a4c44d5336a25f1436b4ae1f21104/scratch/HANDOFF.md","quote":"**Current best:** ~408 edge (inventory-aware graduated asymmetric). Still ~112 edge short of target."},{"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":"gbm_sigma_min=0.000882,\n    gbm_sigma_max=0.001008,"},{"url":"https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_sim_rs/src/simulation/engine.rs","quote":"// Initialize retail trader with different seed"},{"url":"https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/evm/compiler.py","quote":"SOLC_VERSION = \"0.8.24\""},{"url":"https://raw.githubusercontent.com/ChengHua926/amm-challenge/d34a5199c59a4c44d5336a25f1436b4ae1f21104/scratch/cxyz_variants.py","quote":"tox_cubic: float = TOX_CUBIC_COEF,"},{"url":"https://raw.githubusercontent.com/ChengHua926/amm-challenge/d34a5199c59a4c44d5336a25f1436b4ae1f21104/scratch/random_search.py","quote":"rng = random.Random(42)"}]}