{"sources":[{"url":"https://api.imd.fun/artifacts/48cd6a10f39fc22a79c5f12398474bd65282803d59314819acd586f187015808","quote":"\"decode_instructions\":\"Inside the pinned checkout, for each api.files entry k -> filename, b=zlib.decompress(base64.b64decode(result[k+\\\"_zb64\\\"])); assert hashlib.sha256(b).hexdigest()==result[k+\\\"_sha256\\\"]; write to s"},{"url":"https://api.imd.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","quote":"\"paired_vs_HA\":{\"n\":512,\"mean_diff\":0.5915730521292681,\"se\":0.030074274386830187,\"worst5\":[[7132937,-1.8610051877703881],[7133190,-1.5261552069812296],[7132773,-1.4865241904892628]"},{"url":"https://api.imd.fun/artifacts/2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690","quote":"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe"},{"url":"https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py","quote":"    def _build_configs(self) -> list[amm_sim_rs.SimulationConfig]:\n        \"\"\"Build simulation configs with optional variance.\"\"\"\n        import numpy as np\n\n        configs = []\n        for i in range(self.n_simulations):\n            rng = np.random.default_rng(seed=i)\n\n            retail"}]}