{
  "sources": [
    {
      "url": "https://api.imd.fun/artifacts/6ac5e013b7b1fb4c5e7bdcdfec0aba28b16824e18ccf39500f258533879faffe",
      "quote": "\"sha256\":\"ebd9de9bf6af6e55d5e308fd15dbb88edec11fd684891d02a30aec185acd19b3\""
    },
    {
      "url": "https://api.imd.fun/artifacts/e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea",
      "quote": "\"replica_source_sha256\": \"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c\""
    },
    {
      "url": "https://api.imd.fun/artifacts/d845a4b94eab87f23956fd1939c0135d955df212d1f3037f2a761c178cef7a0e",
      "quote": "\"port_sha256\":\"9eac3553357528b06eeae3ed8d18283d83401e1968145ceba16be356a147e271\""
    },
    {
      "url": "https://api.imd.fun/artifacts/2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690",
      "quote": "\"sha256\":\"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe\""
    },
    {
      "url": "https://api.imd.fun/artifacts/0d8194e9f6e0017dc4e515cdb04c048efc292935bb1d18e3336091fe81154786",
      "quote": "\"sim_sha256\":\"d003c663b94968b58aaefb65fef8e910638ee1664e19f96c809b45e499910638\""
    },
    {
      "url": "https://api.imd.fun/artifacts/df0ddfdf122c88641513dd179980fce475f42a912a184f812d213f27db7c14df",
      "quote": "\"code_sha256\":\"956566e95f46dc1ed5980fae5e550de7b9da10f9b3ad8eed62f265682cfcecf2\""
    },
    {
      "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,\n    retail_mean_size_max=21.0"
    },
    {
      "url": "https://api.imd.fun/artifacts/df0ddfdf122c88641513dd179980fce475f42a912a184f812d213f27db7c14df",
      "quote": "\"vs_T\":{\"n\":512,\"mean_diff\":1.5132488526085854,\"se\":0.04119784105724712,\"worst5\":[[7116779,-2.1436937222351844],[7116531,-1.3946730053385181],[7116399,-1.3181028708653457"
    },
    {
      "url": "https://api.imd.fun/artifacts/df0ddfdf122c88641513dd179980fce475f42a912a184f812d213f27db7c14df",
      "quote": "\"feature_order\":[\"sigmaHat\",\"lambdaHat\",\"sizeHat\",\"toxEma\",\"actEma\",\"direction\",\"(spot-staleHat)/staleHat\",\"signed_trade_ratio\",\"arb_probability\",\"first_in_step\",\"uncerta"
    },
    {
      "url": "https://api.imd.fun/artifacts/0d8194e9f6e0017dc4e515cdb04c048efc292935bb1d18e3336091fe81154786",
      "quote": "\"sim\":\"run_market(TH,seed,mean_size,rate,sigma,n_steps); run_many(TH,seeds,procs=8,n_steps=10000) -> float64[n,4] edge,retail_edge,arb_edge,retail_volume.\",\"parameters\":\""
    },
    {
      "url": "https://api.imd.fun/artifacts/df0ddfdf122c88641513dd179980fce475f42a912a184f812d213f27db7c14df",
      "quote": "\"weights_vector_after_W0_mult_off\":[0.104759,0.335287,-0.433262,2.587363,-2.427135,-0.054,-1.785978,1.830508,-4.304778,-0.603923,-1.041725,-0.609267,1.298961,-0"
    },
    {
      "url": "https://api.imd.fun/artifacts/df0ddfdf122c88641513dd179980fce475f42a912a184f812d213f27db7c14df",
      "quote": "\"settings\":{\"library\":\"cma (pycma)\",\"popsize\":16,\"sigma0\":1.0,\"CMA_stds\":{\"W1\":0.16007274507182634,\"b1\":0.18564858000307327,\"W2\":0.12726224434596164,\"b2\":0.1185932470281719,\"rule\":\"0.1*rms of HA W1 (13 old cols)/b1/W2/b2; new W1 columns start at 0 with W1 std\"},\"dims\":178,\"train_markets_per_generation\":128,\"t"
    }
  ]
}
