avewright commited on
Commit
98e01b6
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1 Parent(s): d52dc51

Add batch datagen_100 (62,500 rows)

Browse files
README.md CHANGED
@@ -1,17 +1,545 @@
1
  ---
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  license: other
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  task_categories:
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- - tabular-classification
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- - tabular-regression
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  language:
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- - en
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  tags:
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- - tabular
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- - synthetic
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- - real-data
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- - pretraining
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- - tabpfn
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- pretty_name: "Tabula Pretraining Corpus"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
15
  ---
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  # Tabula Pretraining Corpus
 
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  ---
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  license: other
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  task_categories:
4
+ - tabular-classification
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+ - tabular-regression
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  language:
7
+ - en
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  tags:
9
+ - tabular
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+ - synthetic
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+ - real-data
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+ - pretraining
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+ - tabpfn
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+ pretty_name: Tabula Pretraining Corpus
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+ dataset_info:
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+ config_name: datagen_100
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+ features:
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+ - name: ph
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+ dtype: float64
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+ - name: mass
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+ dtype: float64
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+ - name: yield_pct
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+ dtype: float64
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+ - name: intensity
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+ dtype: float64
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+ - name: reaction_time
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+ dtype: float64
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+ - name: volume
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+ dtype: float64
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+ - name: wavelength
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+ dtype: float64
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+ - name: concentration
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+ dtype: float64
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+ - name: temperature_k
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+ dtype: float64
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+ - name: purity
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+ dtype: float64
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+ - name: entropy
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+ dtype: float64
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+ - name: velocity
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+ dtype: float64
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+ - name: acceleration
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+ dtype: float64
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+ - name: pressure_pa
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+ dtype: float64
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+ - name: energy_kj
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+ dtype: float64
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+ - name: science_15
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+ dtype: float64
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+ - name: science_16
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+ dtype: float64
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+ - name: science_17
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+ dtype: float64
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+ - name: science_18
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+ dtype: float64
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+ - name: science_19
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+ dtype: float64
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+ - name: science_20
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+ dtype: float64
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+ - name: science_21
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+ dtype: float64
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+ - name: science_22
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+ dtype: float64
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+ - name: science_23
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+ dtype: float64
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+ - name: science_24
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+ dtype: float64
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+ - name: science_25
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+ dtype: float64
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+ - name: science_26
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+ dtype: float64
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+ - name: science_27
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+ dtype: float64
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+ - name: science_28
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+ dtype: float64
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+ - name: science_29
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+ dtype: float64
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+ - name: science_30
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+ dtype: float64
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+ - name: science_31
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+ dtype: float64
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+ - name: science_32
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+ dtype: float64
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+ - name: science_33
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+ dtype: float64
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+ - name: science_34
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+ dtype: float64
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+ - name: science_35
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+ dtype: float64
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+ - name: science_36
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+ dtype: float64
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+ - name: science_37
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+ dtype: float64
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+ - name: science_38
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+ dtype: float64
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+ - name: science_39
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+ dtype: float64
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+ - name: target
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+ dtype: int64
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+ - name: _source_meta
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+ dtype: large_string
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+ - name: health_30
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+ dtype: float64
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+ - name: health_53
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+ dtype: float64
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+ - name: finance_29
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+ dtype: float64
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+ - name: finance_27
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+ dtype: float64
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+ - name: ecommerce_38
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+ dtype: float64
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+ - name: iot_40
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+ dtype: float64
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+ - name: science_40
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+ dtype: float64
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+ - name: interest_rate
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+ dtype: float64
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+ - name: health_21
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+ dtype: float64
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+ - name: ecommerce_36
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+ dtype: float64
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+ - name: heart_rate
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+ dtype: float64
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+ - name: finance_23
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+ dtype: float64
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+ - name: ecommerce_33
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+ dtype: float64
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+ - name: uptime_hours
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+ dtype: float64
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+ - name: blood_pressure
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+ dtype: float64
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+ - name: health_46
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+ dtype: float64
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+ - name: finance_28
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+ dtype: float64
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+ - name: health_24
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+ dtype: float64
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+ - name: finance_34
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+ dtype: float64
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+ - name: smoking
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+ dtype: float64
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+ - name: finance_22
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+ dtype: float64
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+ - name: science_56
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+ dtype: float64
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+ - name: health_23
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+ dtype: float64
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+ - name: iot_44
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+ dtype: float64
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+ - name: glucose
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+ dtype: float64
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+ - name: finance_26
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+ dtype: float64
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+ - name: fan_rpm
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+ dtype: float64
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+ - name: iot_35
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+ dtype: float64
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+ - name: health_37
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+ dtype: float64
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+ - name: income
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+ dtype: float64
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+ - name: ecommerce_34
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+ dtype: float64
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+ - name: health_44
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+ dtype: float64
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+ - name: science_48
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+ dtype: float64
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+ - name: shipping_days
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+ dtype: float64
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+ - name: iot_30
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+ dtype: float64
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+ - name: health_36
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+ dtype: float64
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+ - name: finance_30
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+ dtype: float64
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+ - name: science_50
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+ dtype: float64
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+ - name: finance_18
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+ dtype: float64
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+ - name: cpu_pct
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+ dtype: float64
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+ - name: iot_47
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+ dtype: float64
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+ - name: white_cell_count
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+ dtype: float64
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+ - name: iot_45
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+ dtype: float64
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+ - name: ecommerce_16
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+ dtype: float64
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+ - name: health_16
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+ dtype: float64
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+ - name: health_43
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+ dtype: float64
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+ - name: iot_22
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+ dtype: float64
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+ - name: temperature
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+ dtype: float64
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+ - name: science_53
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+ dtype: float64
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+ - name: iot_20
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+ dtype: float64
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+ - name: iot_36
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+ dtype: float64
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+ - name: health_20
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+ dtype: float64
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+ - name: science_52
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+ dtype: float64
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+ - name: health_51
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+ dtype: float64
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+ - name: health_40
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+ dtype: float64
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+ - name: iot_21
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+ dtype: float64
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+ - name: ecommerce_39
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+ dtype: float64
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+ - name: health_29
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+ dtype: float64
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+ - name: science_55
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+ dtype: float64
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+ - name: voltage
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+ dtype: float64
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+ - name: science_54
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+ dtype: float64
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+ - name: error_rate
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+ dtype: float64
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+ - name: iot_23
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+ dtype: float64
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+ - name: rating
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+ dtype: float64
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+ - name: creatinine
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+ dtype: float64
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+ - name: health_19
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+ dtype: float64
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+ - name: health_34
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+ dtype: float64
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+ - name: finance_32
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+ dtype: float64
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+ - name: family_history
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+ dtype: float64
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+ - name: health_31
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+ dtype: float64
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+ - name: finance_15
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+ dtype: float64
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+ - name: exercise_days
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+ dtype: float64
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+ - name: finance_37
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+ dtype: float64
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+ - name: finance_48
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+ dtype: float64
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+ - name: humidity
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+ dtype: float64
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+ - name: science_46
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+ dtype: float64
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+ - name: conversion
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+ dtype: float64
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+ - name: science_45
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+ dtype: float64
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+ - name: price
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+ dtype: float64
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+ - name: health_45
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+ dtype: float64
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+ - name: iot_43
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+ dtype: float64
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+ - name: health_41
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+ dtype: float64
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+ - name: science_47
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+ dtype: float64
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+ - name: iot_41
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+ dtype: float64
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+ - name: finance_25
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+ dtype: float64
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+ - name: health_32
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+ dtype: float64
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+ - name: finance_19
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+ dtype: float64
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+ - name: cholesterol
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+ dtype: float64
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+ - name: science_42
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+ dtype: float64
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+ - name: health_28
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+ dtype: float64
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+ - name: churn
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+ dtype: float64
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+ - name: finance_16
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+ dtype: float64
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+ - name: hemoglobin
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+ dtype: float64
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+ - name: assets
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+ dtype: float64
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+ - name: discount
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+ dtype: float64
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+ - name: health_22
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+ dtype: float64
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+ - name: iot_33
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+ dtype: float64
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+ - name: revenue
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+ dtype: float64
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+ - name: health_35
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+ dtype: float64
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+ - name: finance_43
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+ dtype: float64
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+ - name: finance_31
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+ dtype: float64
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+ - name: health_26
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+ dtype: float64
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+ - name: iot_48
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+ dtype: float64
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+ - name: finance_24
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+ dtype: float64
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+ - name: balance
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+ dtype: float64
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+ - name: health_48
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+ dtype: float64
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+ - name: finance_41
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+ dtype: float64
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+ - name: finance_40
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+ dtype: float64
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+ - name: iot_16
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+ dtype: float64
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+ - name: finance_46
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+ dtype: float64
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+ - name: iot_26
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+ dtype: float64
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+ - name: ecommerce_40
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+ dtype: float64
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+ - name: finance_51
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+ dtype: float64
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+ - name: ecommerce_20
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+ dtype: float64
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+ - name: pressure
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+ dtype: float64
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+ - name: health_18
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+ dtype: float64
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+ - name: iot_37
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+ dtype: float64
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+ - name: iot_32
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+ dtype: float64
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+ - name: health_17
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+ dtype: float64
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+ - name: ecommerce_25
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+ dtype: float64
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+ - name: margin
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+ dtype: float64
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+ - name: health_15
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+ dtype: float64
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+ - name: fever
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+ dtype: float64
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+ - name: science_43
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+ dtype: float64
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+ - name: ecommerce_19
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+ dtype: float64
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+ - name: ecommerce_41
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+ dtype: float64
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+ - name: science_57
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+ dtype: float64
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+ - name: category
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+ dtype: float64
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+ - name: vibration
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+ dtype: float64
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+ - name: health_50
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+ dtype: float64
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+ - name: science_58
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+ dtype: float64
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+ - name: iot_49
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+ dtype: float64
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+ - name: finance_36
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+ dtype: float64
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+ - name: ecommerce_23
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+ dtype: float64
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+ - name: health_25
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+ dtype: float64
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+ - name: reviews
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+ dtype: float64
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+ - name: refund
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+ dtype: float64
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+ - name: finance_44
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+ dtype: float64
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+ - name: iot_29
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+ dtype: float64
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+ - name: finance_50
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+ dtype: float64
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+ - name: disk_iops
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+ dtype: float64
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+ - name: finance_39
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+ dtype: float64
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+ - name: science_44
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+ dtype: float64
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+ - name: science_51
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+ dtype: float64
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+ - name: ecommerce_18
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+ dtype: float64
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+ - name: latency_ms
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+ dtype: float64
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+ - name: ecommerce_28
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+ dtype: float64
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+ - name: ecommerce_37
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+ dtype: float64
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+ - name: iot_46
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+ dtype: float64
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+ - name: cart_size
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+ dtype: float64
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+ - name: iot_27
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+ dtype: float64
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+ - name: health_42
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+ dtype: float64
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+ - name: finance_49
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+ dtype: float64
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+ - name: health_52
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+ dtype: float64
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+ - name: ecommerce_21
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+ dtype: float64
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+ - name: ecommerce_15
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+ dtype: float64
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+ - name: ecommerce_31
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+ dtype: float64
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+ - name: bmi
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+ - name: finance_42
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+ dtype: float64
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+ - name: science_41
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+ dtype: float64
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+ - name: clicks
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+ dtype: float64
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+ - name: mem_pct
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+ dtype: float64
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+ - name: expenses
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+ dtype: float64
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+ - name: default
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+ dtype: float64
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+ - name: quantity
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+ dtype: float64
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+ - name: health_49
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+ dtype: float64
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+ - name: employment_years
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+ dtype: float64
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+ - name: finance_33
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+ - name: finance_45
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+ - name: ecommerce_26
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+ - name: ecommerce_24
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+ dtype: float64
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+ - name: current
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+ dtype: float64
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+ - name: credit_score
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+ dtype: float64
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+ - name: iot_42
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+ - name: iot_19
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+ dtype: float64
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+ - name: finance_21
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+ dtype: float64
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+ - name: ecommerce_27
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+ dtype: float64
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+ - name: finance_20
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+ dtype: float64
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+ - name: packet_loss
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+ - name: iot_28
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+ dtype: float64
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+ - name: iot_18
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+ dtype: float64
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+ - name: diagnosis
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+ dtype: float64
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+ - name: session_minutes
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+ dtype: float64
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+ - name: iot_34
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+ dtype: float64
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+ - name: iot_39
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+ dtype: float64
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+ - name: health_33
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+ dtype: float64
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+ - name: tax_rate
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+ dtype: float64
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+ - name: iot_15
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+ dtype: float64
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+ - name: age
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+ dtype: float64
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+ - name: iot_24
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+ dtype: float64
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+ - name: finance_47
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+ dtype: float64
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+ - name: loan_amount
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+ dtype: float64
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+ - name: health_47
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+ dtype: float64
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+ - name: throughput_gbps
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+ dtype: float64
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+ - name: return_rate
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+ dtype: float64
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+ - name: debt_ratio
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+ dtype: float64
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+ - name: iot_38
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+ dtype: float64
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+ - name: iot_17
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+ dtype: float64
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+ - name: alcohol_units
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+ dtype: float64
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+ - name: health_38
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+ dtype: float64
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+ - name: ecommerce_30
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+ dtype: float64
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+ - name: ecommerce_32
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+ dtype: float64
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+ - name: ecommerce_22
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+ dtype: float64
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+ - name: health_39
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+ dtype: float64
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+ splits:
533
+ - name: train
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+ num_bytes: 153391628
535
+ num_examples: 62500
536
+ download_size: 17295303
537
+ dataset_size: 153391628
538
+ configs:
539
+ - config_name: datagen_100
540
+ data_files:
541
+ - split: train
542
+ path: datagen_100/train-*
543
  ---
544
 
545
  # Tabula Pretraining Corpus
datagen_100/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4de239c442ed5e542350231bacfa281e4dece0c1374af9833b2f118bf334bd5c
3
+ size 17295303