Update card after batch datagen_103

README.md

@@ -1,677 +1,17 @@
 ---
 license: other
 task_categories:
-- tabular-classification
-- tabular-regression
+  - tabular-classification
+  - tabular-regression
 language:
-- en
+  - en
 tags:
-- tabular
-- synthetic
-- real-data
-- pretraining
-- tabpfn
-pretty_name: Tabula Pretraining Corpus
-dataset_info:
-  config_name: datagen_103
-  features:
-  - name: cpu_pct
-    dtype: float64
-  - name: packet_loss
-    dtype: float64
-  - name: error_rate
-    dtype: float64
-  - name: temperature
-    dtype: float64
-  - name: current
-    dtype: float64
-  - name: disk_iops
-    dtype: float64
-  - name: pressure
-    dtype: float64
-  - name: voltage
-    dtype: float64
-  - name: throughput_gbps
-    dtype: float64
-  - name: vibration
-    dtype: float64
-  - name: uptime_hours
-    dtype: float64
-  - name: humidity
-    dtype: float64
-  - name: mem_pct
-    dtype: float64
-  - name: latency_ms
-    dtype: float64
-  - name: fan_rpm
-    dtype: float64
-  - name: iot_15
-    dtype: float64
-  - name: iot_16
-    dtype: float64
-  - name: iot_17
-    dtype: float64
-  - name: iot_18
-    dtype: float64
-  - name: iot_19
-    dtype: float64
-  - name: iot_20
-    dtype: float64
-  - name: iot_21
-    dtype: float64
-  - name: iot_22
-    dtype: float64
-  - name: iot_23
-    dtype: float64
-  - name: iot_24
-    dtype: float64
-  - name: iot_25
-    dtype: float64
-  - name: iot_26
-    dtype: float64
-  - name: iot_27
-    dtype: float64
-  - name: iot_28
-    dtype: float64
-  - name: iot_29
-    dtype: float64
-  - name: iot_30
-    dtype: float64
-  - name: iot_31
-    dtype: float64
-  - name: iot_32
-    dtype: float64
-  - name: iot_33
-    dtype: float64
-  - name: iot_34
-    dtype: float64
-  - name: iot_35
-    dtype: float64
-  - name: iot_36
-    dtype: float64
-  - name: iot_37
-    dtype: float64
-  - name: iot_38
-    dtype: float64
-  - name: iot_39
-    dtype: float64
-  - name: iot_40
-    dtype: float64
-  - name: iot_41
-    dtype: float64
-  - name: iot_42
-    dtype: float64
-  - name: iot_43
-    dtype: float64
-  - name: iot_44
-    dtype: float64
-  - name: iot_45
-    dtype: float64
-  - name: iot_46
-    dtype: float64
-  - name: iot_47
-    dtype: float64
-  - name: target
-    dtype: float32
-  - name: _source_meta
-    dtype: large_string
-  - name: health_30
-    dtype: float64
-  - name: health_53
-    dtype: float64
-  - name: logistics_31
-    dtype: float64
-  - name: hr_29
-    dtype: float64
-  - name: ecommerce_38
-    dtype: float64
-  - name: iot_57
-    dtype: float64
-  - name: logistics_25
-    dtype: float64
-  - name: science_40
-    dtype: float64
-  - name: interest_rate
-    dtype: float64
-  - name: health_55
-    dtype: float64
-  - name: iot_52
-    dtype: float64
-  - name: health_21
-    dtype: float64
-  - name: ecommerce_36
-    dtype: float64
-  - name: heart_rate
-    dtype: float64
-  - name: ecommerce_33
-    dtype: float64
-  - name: blood_pressure
-    dtype: float64
-  - name: hr_16
-    dtype: float64
-  - name: iot_54
-    dtype: float64
-  - name: health_46
-    dtype: float64
-  - name: hr_32
-    dtype: float64
-  - name: purity
-    dtype: float64
-  - name: logistics_46
-    dtype: float64
-  - name: health_24
-    dtype: float64
-  - name: route_id
-    dtype: float64
-  - name: smoking
-    dtype: float64
-  - name: weight_kg
-    dtype: float64
-  - name: science_30
-    dtype: float64
-  - name: health_23
-    dtype: float64
-  - name: hr_23
-    dtype: float64
-  - name: glucose
-    dtype: float64
-  - name: role_level
-    dtype: float64
-  - name: science_34
-    dtype: float64
-  - name: logistics_52
-    dtype: float64
-  - name: income
-    dtype: float64
-  - name: ecommerce_34
-    dtype: float64
-  - name: health_37
-    dtype: float64
-  - name: health_44
-    dtype: float64
-  - name: customs_flag
-    dtype: float64
-  - name: science_48
-    dtype: float64
-  - name: shipping_days
-    dtype: float64
-  - name: iot_56
-    dtype: float64
-  - name: logistics_20
-    dtype: float64
-  - name: logistics_26
-    dtype: float64
-  - name: health_36
-    dtype: float64
-  - name: science_50
-    dtype: float64
-  - name: white_cell_count
-    dtype: float64
-  - name: logistics_49
-    dtype: float64
-  - name: ecommerce_16
-    dtype: float64
-  - name: health_56
-    dtype: float64
-  - name: health_16
-    dtype: float64
-  - name: health_43
-    dtype: float64
-  - name: science_53
-    dtype: float64
-  - name: health_20
-    dtype: float64
-  - name: science_33
-    dtype: float64
-  - name: science_52
-    dtype: float64
-  - name: health_51
-    dtype: float64
-  - name: health_40
-    dtype: float64
-  - name: ecommerce_39
-    dtype: float64
-  - name: health_29
-    dtype: float64
-  - name: absences
-    dtype: float64
-  - name: logistics_23
-    dtype: float64
-  - name: science_38
-    dtype: float64
-  - name: science_26
-    dtype: float64
-  - name: rating
-    dtype: float64
-  - name: health_34
-    dtype: float64
-  - name: creatinine
-    dtype: float64
-  - name: health_19
-    dtype: float64
-  - name: ecommerce_45
-    dtype: float64
-  - name: transit_days
-    dtype: float64
-  - name: hr_36
-    dtype: float64
-  - name: family_history
-    dtype: float64
-  - name: iot_51
-    dtype: float64
-  - name: health_31
-    dtype: float64
-  - name: satisfaction
-    dtype: float64
-  - name: science_15
-    dtype: float64
-  - name: finance_15
-    dtype: float64
-  - name: logistics_38
-    dtype: float64
-  - name: exercise_days
-    dtype: float64
-  - name: science_46
-    dtype: float64
-  - name: training_hours
-    dtype: float64
-  - name: conversion
-    dtype: float64
-  - name: health_54
-    dtype: float64
-  - name: logistics_21
-    dtype: float64
-  - name: science_45
-    dtype: float64
-  - name: price
-    dtype: float64
-  - name: health_45
-    dtype: float64
-  - name: hr_21
-    dtype: float64
-  - name: logistics_32
-    dtype: float64
-  - name: warehouse_id
-    dtype: float64
-  - name: health_41
-    dtype: float64
-  - name: hr_35
-    dtype: float64
-  - name: science_47
-    dtype: float64
-  - name: department_id
-    dtype: float64
-  - name: health_32
-    dtype: float64
-  - name: science_16
-    dtype: float64
-  - name: science_36
-    dtype: float64
-  - name: cholesterol
-    dtype: float64
-  - name: fuel_consumption
-    dtype: float64
-  - name: ph
-    dtype: float64
-  - name: wavelength
-    dtype: float64
-  - name: logistics_43
-    dtype: float64
-  - name: entropy
-    dtype: float64
-  - name: science_42
-    dtype: float64
-  - name: hr_25
-    dtype: float64
-  - name: science_29
-    dtype: float64
-  - name: logistics_29
-    dtype: float64
-  - name: overtime_hours
-    dtype: float64
-  - name: health_28
-    dtype: float64
-  - name: intensity
-    dtype: float64
-  - name: churn
-    dtype: float64
-  - name: performance_score
-    dtype: float64
-  - name: hemoglobin
-    dtype: float64
-  - name: logistics_18
-    dtype: float64
-  - name: assets
-    dtype: float64
-  - name: logistics_37
-    dtype: float64
-  - name: discount
-    dtype: float64
-  - name: distance_km
-    dtype: float64
-  - name: logistics_45
-    dtype: float64
-  - name: health_22
-    dtype: float64
-  - name: logistics_19
-    dtype: float64
-  - name: logistics_41
-    dtype: float64
-  - name: revenue
-    dtype: float64
-  - name: health_35
-    dtype: float64
-  - name: hr_37
-    dtype: float64
-  - name: health_26
-    dtype: float64
-  - name: logistics_40
-    dtype: float64
-  - name: iot_48
-    dtype: float64
-  - name: logistics_34
-    dtype: float64
-  - name: hr_28
-    dtype: float64
-  - name: hr_33
-    dtype: float64
-  - name: hr_38
-    dtype: float64
-  - name: balance
-    dtype: float64
-  - name: health_48
-    dtype: float64
-  - name: science_18
-    dtype: float64
-  - name: ecommerce_40
-    dtype: float64
-  - name: on_time
-    dtype: float64
-  - name: science_20
-    dtype: float64
-  - name: ecommerce_20
-    dtype: float64
-  - name: return_flag
-    dtype: float64
-  - name: health_18
-    dtype: float64
-  - name: logistics_35
-    dtype: float64
-  - name: iot_55
-    dtype: float64
-  - name: health_17
-    dtype: float64
-  - name: ecommerce_25
-    dtype: float64
-  - name: margin
-    dtype: float64
-  - name: fragile
-    dtype: float64
-  - name: health_15
-    dtype: float64
-  - name: fever
-    dtype: float64
-  - name: science_43
-    dtype: float64
-  - name: hr_24
-    dtype: float64
-  - name: ecommerce_41
-    dtype: float64
-  - name: ecommerce_19
-    dtype: float64
-  - name: logistics_22
-    dtype: float64
-  - name: category
-    dtype: float64
-  - name: science_27
-    dtype: float64
-  - name: velocity
-    dtype: float64
-  - name: health_50
-    dtype: float64
-  - name: damage_rate
-    dtype: float64
-  - name: iot_49
-    dtype: float64
-  - name: science_31
-    dtype: float64
-  - name: temperature_k
-    dtype: float64
-  - name: ecommerce_23
-    dtype: float64
-  - name: bonus_pct
-    dtype: float64
-  - name: logistics_48
-    dtype: float64
-  - name: health_25
-    dtype: float64
-  - name: logistics_36
-    dtype: float64
-  - name: reaction_time
-    dtype: float64
-  - name: reviews
-    dtype: float64
-  - name: load_factor
-    dtype: float64
-  - name: mass
-    dtype: float64
-  - name: pressure_pa
-    dtype: float64
-  - name: logistics_24
-    dtype: float64
-  - name: refund
-    dtype: float64
-  - name: logistics_42
-    dtype: float64
-  - name: carrier_id
-    dtype: float64
-  - name: science_23
-    dtype: float64
-  - name: logistics_33
-    dtype: float64
-  - name: priority
-    dtype: float64
-  - name: science_44
-    dtype: float64
-  - name: science_51
-    dtype: float64
-  - name: hr_26
-    dtype: float64
-  - name: ecommerce_18
-    dtype: float64
-  - name: ecommerce_42
-    dtype: float64
-  - name: logistics_51
-    dtype: float64
-  - name: ecommerce_43
-    dtype: float64
-  - name: ecommerce_28
-    dtype: float64
-  - name: logistics_16
-    dtype: float64
-  - name: ecommerce_37
-    dtype: float64
-  - name: hr_30
-    dtype: float64
-  - name: logistics_30
-    dtype: float64
-  - name: science_21
-    dtype: float64
-  - name: logistics_50
-    dtype: float64
-  - name: science_32
-    dtype: float64
-  - name: cart_size
-    dtype: float64
-  - name: tenure_years
-    dtype: float64
-  - name: salary
-    dtype: float64
-  - name: science_25
-    dtype: float64
-  - name: health_42
-    dtype: float64
-  - name: iot_53
-    dtype: float64
-  - name: health_52
-    dtype: float64
-  - name: ecommerce_21
-    dtype: float64
-  - name: ecommerce_15
-    dtype: float64
-  - name: hr_17
-    dtype: float64
-  - name: logistics_47
-    dtype: float64
-  - name: ecommerce_31
-    dtype: float64
-  - name: logistics_15
-    dtype: float64
-  - name: bmi
-    dtype: float64
-  - name: science_41
-    dtype: float64
-  - name: science_17
-    dtype: float64
-  - name: clicks
-    dtype: float64
-  - name: iot_50
-    dtype: float64
-  - name: promotions
-    dtype: float64
-  - name: cost_usd
-    dtype: float64
-  - name: expenses
-    dtype: float64
-  - name: science_35
-    dtype: float64
-  - name: logistics_28
-    dtype: float64
-  - name: default
-    dtype: float64
-  - name: science_28
-    dtype: float64
-  - name: science_49
-    dtype: float64
-  - name: ecommerce_29
-    dtype: float64
-  - name: volume
-    dtype: float64
-  - name: science_19
-    dtype: float64
-  - name: ecommerce_35
-    dtype: float64
-  - name: ecommerce_17
-    dtype: float64
-  - name: quantity
-    dtype: float64
-  - name: attrition
-    dtype: float64
-  - name: health_27
-    dtype: float64
-  - name: health_49
-    dtype: float64
-  - name: energy_kj
-    dtype: float64
-  - name: employment_years
-    dtype: float64
-  - name: ecommerce_26
-    dtype: float64
-  - name: logistics_44
-    dtype: float64
-  - name: ecommerce_24
-    dtype: float64
-  - name: team_size
-    dtype: float64
-  - name: credit_score
-    dtype: float64
-  - name: hr_27
-    dtype: float64
-  - name: science_24
-    dtype: float64
-  - name: ecommerce_27
-    dtype: float64
-  - name: science_22
-    dtype: float64
-  - name: liabilities
-    dtype: float64
-  - name: logistics_17
-    dtype: float64
-  - name: science_37
-    dtype: float64
-  - name: hr_15
-    dtype: float64
-  - name: diagnosis
-    dtype: float64
-  - name: hr_18
-    dtype: float64
-  - name: peer_rating
-    dtype: float64
-  - name: hr_34
-    dtype: float64
-  - name: session_minutes
-    dtype: float64
-  - name: hr_22
-    dtype: float64
-  - name: logistics_39
-    dtype: float64
-  - name: hr_31
-    dtype: float64
-  - name: health_33
-    dtype: float64
-  - name: science_39
-    dtype: float64
-  - name: remote_days
-    dtype: float64
-  - name: tax_rate
-    dtype: float64
-  - name: age
-    dtype: float64
-  - name: hr_20
-    dtype: float64
-  - name: loan_amount
-    dtype: float64
-  - name: yield_pct
-    dtype: float64
-  - name: health_47
-    dtype: float64
-  - name: logistics_27
-    dtype: float64
-  - name: return_rate
-    dtype: float64
-  - name: debt_ratio
-    dtype: float64
-  - name: ecommerce_44
-    dtype: float64
-  - name: alcohol_units
-    dtype: float64
-  - name: health_38
-    dtype: float64
-  - name: concentration
-    dtype: float64
-  - name: ecommerce_30
-    dtype: float64
-  - name: acceleration
-    dtype: float64
-  - name: hr_19
-    dtype: float64
-  - name: ecommerce_32
-    dtype: float64
-  - name: ecommerce_22
-    dtype: float64
-  - name: health_39
-    dtype: float64
-  splits:
-  - name: train
-    num_bytes: 169922286
-    num_examples: 56500
-  download_size: 14168976
-  dataset_size: 169922286
-configs:
-- config_name: datagen_103
-  data_files:
-  - split: train
-    path: datagen_103/train-*
+  - tabular
+  - synthetic
+  - real-data
+  - pretraining
+  - tabpfn
+pretty_name: "Tabula Pretraining Corpus"
 ---
 
 # Tabula Pretraining Corpus
@@ -685,9 +25,9 @@ synthetic ones.
 
 | Metric | Value |
 |--------|-------|
-| Total rows | 1,501,500 |
+| Total rows | 1,554,500 |
 | Real-data batches | 0 |
-| Synthetic batches | 41 |
+| Synthetic batches | 42 |
 | Last updated | 2026-03-12 15:17 UTC |
 
 ## Schema
@@ -740,6 +80,7 @@ Every row has feature columns plus `_source_meta` (JSON string):
 | datagen_099 | synthetic | TreePrior | synthetic:TreePrior | 6 | 14500 | success |
 | datagen_100 | synthetic | SCM | synthetic:SCM | 12 | 62500 | success |
 | datagen_101 | synthetic | GaussianMixture | synthetic:GaussianMixture | 13 | 65500 | success |
+| datagen_102 | synthetic | Polynomial | synthetic:Polynomial | 13 | 53000 | success |
 
 
 ## Key Citations