jin 0.1.0

Approximate Nearest Neighbor Search: HNSW, DiskANN, IVF-PQ, ScaNN, quantization
Documentation 
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{
  "B": {
    "base": {
      "relative_contrast_mean": 2.1425328254699707,
      "relative_contrast_median": 1.6503210067749023,
      "lid_mean": 120.13090515136719,
      "lid_std": 36.544578552246094,
      "lid_p25": 99.16206359863281,
      "lid_p75": 141.85922241210938,
      "hubness_skewness": 1.3708123341207163,
      "max_similarity_mean": 0.4423278868198395,
      "max_similarity_min": 0.16639657318592072
    },
    "drift": {
      "relative_contrast_mean": 1.527541995048523,
      "relative_contrast_median": 1.379922866821289,
      "lid_mean": 129.49041748046875,
      "lid_std": 39.23560333251953,
      "lid_p25": 105.9718017578125,
      "lid_p75": 149.4505157470703,
      "hubness_skewness": 1.3876598403879927,
      "max_similarity_mean": 0.318748414516449,
      "max_similarity_min": 0.1674107164144516
    },
    "filter": {
      "valid_queries": 500,
      "avg_category_size": 234.658
    },
    "meta": {
      "scale": "B",
      "n_train": 10000,
      "n_test": 500,
      "dim": 384,
      "n_clusters": 200,
      "generation_time_s": 1.366060733795166,
      "total_size_mb": 17.46188735961914
    }
  }
}