jin 0.1.0

Approximate Nearest Neighbor Search: HNSW, DiskANN, IVF-PQ, ScaNN, quantization
Documentation 
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{
  "base": {
    "relative_contrast_mean": 1.231573462486267,
    "relative_contrast_median": 1.228846549987793,
    "lid_mean": 258.50665283203125,
    "lid_std": 73.98068237304688,
    "lid_p25": 205.61270141601562,
    "lid_p75": 298.8004150390625,
    "hubness_skewness": 3.582764212924859
  },
  "drift": {
    "relative_contrast_mean": 1.2105767726898193,
    "relative_contrast_median": 1.207436442375183,
    "lid_mean": 268.23614501953125,
    "lid_std": 78.11153411865234,
    "lid_p25": 209.17449951171875,
    "lid_p75": 316.6668701171875,
    "hubness_skewness": 3.792018242582529
  },
  "filter": {
    "valid_queries": 1000,
    "avg_category_size": 1126.276,
    "n_small_category_queries": 300
  },
  "meta": {
    "scale": "T",
    "n_train": 100000,
    "n_test": 1000,
    "dim": 384,
    "generation_time_s": 47.382654905319214,
    "total_size_mb": 152.41633987426758
  }
}