jin 0.1.0

Approximate Nearest Neighbor Search: HNSW, DiskANN, IVF-PQ, ScaNN, quantization
Documentation 
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{
  "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
  }
}