Add batch datagen_113 (278,000 rows)

README.md

@@ -1,17 +1,955 @@
 ---
 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"
+- tabular
+- synthetic
+- real-data
+- pretraining
+- tabpfn
+pretty_name: Tabula Pretraining Corpus
+dataset_info:
+  config_name: datagen_113
+  features:
+  - name: pressure
+    dtype: float64
+  - name: throughput_gbps
+    dtype: float64
+  - name: humidity
+    dtype: float64
+  - name: current
+    dtype: float64
+  - name: voltage
+    dtype: float64
+  - name: error_rate
+    dtype: float64
+  - name: fan_rpm
+    dtype: float64
+  - name: packet_loss
+    dtype: float64
+  - name: disk_iops
+    dtype: float64
+  - name: latency_ms
+    dtype: float64
+  - name: cpu_pct
+    dtype: float64
+  - name: vibration
+    dtype: float64
+  - name: mem_pct
+    dtype: float64
+  - name: uptime_hours
+    dtype: float64
+  - name: temperature
+    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: iot_48
+    dtype: float64
+  - name: iot_49
+    dtype: float64
+  - name: iot_50
+    dtype: float64
+  - name: iot_51
+    dtype: float64
+  - name: iot_52
+    dtype: float64
+  - name: iot_53
+    dtype: float64
+  - name: iot_54
+    dtype: float64
+  - name: iot_55
+    dtype: float64
+  - name: iot_56
+    dtype: float64
+  - name: iot_57
+    dtype: float64
+  - name: iot_58
+    dtype: float64
+  - name: iot_59
+    dtype: float64
+  - name: iot_60
+    dtype: float64
+  - name: iot_61
+    dtype: float64
+  - name: iot_62
+    dtype: float64
+  - name: iot_63
+    dtype: float64
+  - name: iot_64
+    dtype: float64
+  - name: iot_65
+    dtype: float64
+  - name: iot_66
+    dtype: float64
+  - name: iot_67
+    dtype: float64
+  - name: iot_68
+    dtype: float64
+  - name: iot_69
+    dtype: float64
+  - name: iot_70
+    dtype: float64
+  - name: iot_71
+    dtype: float64
+  - name: iot_72
+    dtype: float64
+  - name: iot_73
+    dtype: float64
+  - name: iot_74
+    dtype: float64
+  - name: iot_75
+    dtype: float64
+  - name: iot_76
+    dtype: float64
+  - name: iot_77
+    dtype: float64
+  - name: iot_78
+    dtype: float64
+  - name: iot_79
+    dtype: float64
+  - name: iot_80
+    dtype: float64
+  - name: iot_81
+    dtype: float64
+  - name: iot_82
+    dtype: float64
+  - name: iot_83
+    dtype: float64
+  - name: iot_84
+    dtype: float64
+  - name: iot_85
+    dtype: float64
+  - name: iot_86
+    dtype: float64
+  - name: iot_87
+    dtype: float64
+  - name: iot_88
+    dtype: float64
+  - name: iot_89
+    dtype: float64
+  - name: iot_90
+    dtype: float64
+  - name: iot_91
+    dtype: float64
+  - name: iot_92
+    dtype: float64
+  - name: iot_93
+    dtype: float64
+  - name: iot_94
+    dtype: float64
+  - name: iot_95
+    dtype: float64
+  - name: iot_96
+    dtype: float64
+  - name: iot_97
+    dtype: float64
+  - name: iot_98
+    dtype: float64
+  - name: iot_99
+    dtype: float64
+  - name: iot_100
+    dtype: float64
+  - name: iot_101
+    dtype: float64
+  - name: iot_102
+    dtype: float64
+  - name: iot_103
+    dtype: float64
+  - name: iot_104
+    dtype: float64
+  - name: iot_105
+    dtype: float64
+  - name: iot_106
+    dtype: float64
+  - name: target
+    dtype: float32
+  - name: _source_meta
+    dtype: large_string
+  - name: finance_107
+    dtype: float64
+  - name: hr_37
+    dtype: float64
+  - name: finance_89
+    dtype: float64
+  - name: tenure_years
+    dtype: float64
+  - name: hr_78
+    dtype: float64
+  - name: finance_49
+    dtype: float64
+  - name: logistics_116
+    dtype: float64
+  - name: logistics_20
+    dtype: float64
+  - name: cost_usd
+    dtype: float64
+  - name: on_time
+    dtype: float64
+  - name: logistics_42
+    dtype: float64
+  - name: finance_28
+    dtype: float64
+  - name: finance_101
+    dtype: float64
+  - name: hr_21
+    dtype: float64
+  - name: logistics_76
+    dtype: float64
+  - name: logistics_104
+    dtype: float64
+  - name: logistics_114
+    dtype: float64
+  - name: logistics_108
+    dtype: float64
+  - name: performance_score
+    dtype: float64
+  - name: role_level
+    dtype: float64
+  - name: finance_56
+    dtype: float64
+  - name: finance_71
+    dtype: float64
+  - name: hr_19
+    dtype: float64
+  - name: hr_82
+    dtype: float64
+  - name: hr_116
+    dtype: float64
+  - name: hr_49
+    dtype: float64
+  - name: finance_40
+    dtype: float64
+  - name: assets
+    dtype: float64
+  - name: finance_80
+    dtype: float64
+  - name: finance_90
+    dtype: float64
+  - name: logistics_26
+    dtype: float64
+  - name: peer_rating
+    dtype: float64
+  - name: hr_70
+    dtype: float64
+  - name: hr_50
+    dtype: float64
+  - name: revenue
+    dtype: float64
+  - name: hr_36
+    dtype: float64
+  - name: hr_91
+    dtype: float64
+  - name: finance_53
+    dtype: float64
+  - name: finance_41
+    dtype: float64
+  - name: logistics_29
+    dtype: float64
+  - name: debt_ratio
+    dtype: float64
+  - name: logistics_43
+    dtype: float64
+  - name: hr_114
+    dtype: float64
+  - name: logistics_86
+    dtype: float64
+  - name: finance_108
+    dtype: float64
+  - name: logistics_19
+    dtype: float64
+  - name: finance_15
+    dtype: float64
+  - name: satisfaction
+    dtype: float64
+  - name: logistics_71
+    dtype: float64
+  - name: hr_57
+    dtype: float64
+  - name: hr_97
+    dtype: float64
+  - name: hr_103
+    dtype: float64
+  - name: finance_60
+    dtype: float64
+  - name: finance_32
+    dtype: float64
+  - name: hr_60
+    dtype: float64
+  - name: hr_79
+    dtype: float64
+  - name: finance_42
+    dtype: float64
+  - name: finance_92
+    dtype: float64
+  - name: logistics_33
+    dtype: float64
+  - name: finance_83
+    dtype: float64
+  - name: logistics_113
+    dtype: float64
+  - name: finance_22
+    dtype: float64
+  - name: hr_92
+    dtype: float64
+  - name: hr_45
+    dtype: float64
+  - name: logistics_99
+    dtype: float64
+  - name: hr_38
+    dtype: float64
+  - name: logistics_57
+    dtype: float64
+  - name: logistics_63
+    dtype: float64
+  - name: logistics_64
+    dtype: float64
+  - name: hr_107
+    dtype: float64
+  - name: logistics_27
+    dtype: float64
+  - name: hr_30
+    dtype: float64
+  - name: liabilities
+    dtype: float64
+  - name: finance_81
+    dtype: float64
+  - name: logistics_83
+    dtype: float64
+  - name: logistics_82
+    dtype: float64
+  - name: logistics_81
+    dtype: float64
+  - name: logistics_106
+    dtype: float64
+  - name: logistics_117
+    dtype: float64
+  - name: hr_74
+    dtype: float64
+  - name: hr_117
+    dtype: float64
+  - name: logistics_56
+    dtype: float64
+  - name: training_hours
+    dtype: float64
+  - name: hr_54
+    dtype: float64
+  - name: logistics_112
+    dtype: float64
+  - name: hr_90
+    dtype: float64
+  - name: logistics_36
+    dtype: float64
+  - name: finance_48
+    dtype: float64
+  - name: hr_16
+    dtype: float64
+  - name: finance_39
+    dtype: float64
+  - name: logistics_28
+    dtype: float64
+  - name: finance_65
+    dtype: float64
+  - name: hr_67
+    dtype: float64
+  - name: hr_41
+    dtype: float64
+  - name: logistics_103
+    dtype: float64
+  - name: logistics_96
+    dtype: float64
+  - name: finance_25
+    dtype: float64
+  - name: hr_115
+    dtype: float64
+  - name: finance_72
+    dtype: float64
+  - name: hr_121
+    dtype: float64
+  - name: hr_76
+    dtype: float64
+  - name: finance_70
+    dtype: float64
+  - name: logistics_50
+    dtype: float64
+  - name: hr_111
+    dtype: float64
+  - name: logistics_79
+    dtype: float64
+  - name: logistics_62
+    dtype: float64
+  - name: hr_43
+    dtype: float64
+  - name: promotions
+    dtype: float64
+  - name: finance_37
+    dtype: float64
+  - name: logistics_32
+    dtype: float64
+  - name: finance_97
+    dtype: float64
+  - name: finance_27
+    dtype: float64
+  - name: hr_24
+    dtype: float64
+  - name: bonus_pct
+    dtype: float64
+  - name: finance_38
+    dtype: float64
+  - name: finance_69
+    dtype: float64
+  - name: finance_109
+    dtype: float64
+  - name: finance_34
+    dtype: float64
+  - name: logistics_118
+    dtype: float64
+  - name: hr_55
+    dtype: float64
+  - name: logistics_109
+    dtype: float64
+  - name: finance_76
+    dtype: float64
+  - name: hr_52
+    dtype: float64
+  - name: hr_94
+    dtype: float64
+  - name: finance_64
+    dtype: float64
+  - name: hr_99
+    dtype: float64
+  - name: finance_45
+    dtype: float64
+  - name: logistics_67
+    dtype: float64
+  - name: logistics_85
+    dtype: float64
+  - name: logistics_77
+    dtype: float64
+  - name: finance_86
+    dtype: float64
+  - name: balance
+    dtype: float64
+  - name: team_size
+    dtype: float64
+  - name: hr_93
+    dtype: float64
+  - name: finance_46
+    dtype: float64
+  - name: hr_64
+    dtype: float64
+  - name: finance_61
+    dtype: float64
+  - name: hr_59
+    dtype: float64
+  - name: damage_rate
+    dtype: float64
+  - name: priority
+    dtype: float64
+  - name: logistics_37
+    dtype: float64
+  - name: logistics_15
+    dtype: float64
+  - name: default
+    dtype: float64
+  - name: logistics_55
+    dtype: float64
+  - name: hr_48
+    dtype: float64
+  - name: finance_82
+    dtype: float64
+  - name: distance_km
+    dtype: float64
+  - name: hr_105
+    dtype: float64
+  - name: carrier_id
+    dtype: float64
+  - name: warehouse_id
+    dtype: float64
+  - name: hr_104
+    dtype: float64
+  - name: logistics_41
+    dtype: float64
+  - name: finance_47
+    dtype: float64
+  - name: hr_51
+    dtype: float64
+  - name: logistics_69
+    dtype: float64
+  - name: finance_16
+    dtype: float64
+  - name: hr_25
+    dtype: float64
+  - name: logistics_105
+    dtype: float64
+  - name: logistics_72
+    dtype: float64
+  - name: hr_65
+    dtype: float64
+  - name: logistics_45
+    dtype: float64
+  - name: logistics_92
+    dtype: float64
+  - name: logistics_59
+    dtype: float64
+  - name: loan_amount
+    dtype: float64
+  - name: logistics_101
+    dtype: float64
+  - name: logistics_51
+    dtype: float64
+  - name: hr_32
+    dtype: float64
+  - name: hr_113
+    dtype: float64
+  - name: hr_84
+    dtype: float64
+  - name: logistics_40
+    dtype: float64
+  - name: hr_29
+    dtype: float64
+  - name: logistics_23
+    dtype: float64
+  - name: hr_27
+    dtype: float64
+  - name: hr_56
+    dtype: float64
+  - name: hr_118
+    dtype: float64
+  - name: finance_100
+    dtype: float64
+  - name: hr_120
+    dtype: float64
+  - name: finance_31
+    dtype: float64
+  - name: finance_68
+    dtype: float64
+  - name: hr_100
+    dtype: float64
+  - name: tax_rate
+    dtype: float64
+  - name: hr_47
+    dtype: float64
+  - name: finance_58
+    dtype: float64
+  - name: logistics_58
+    dtype: float64
+  - name: logistics_98
+    dtype: float64
+  - name: salary
+    dtype: float64
+  - name: finance_105
+    dtype: float64
+  - name: load_factor
+    dtype: float64
+  - name: logistics_91
+    dtype: float64
+  - name: hr_31
+    dtype: float64
+  - name: finance_103
+    dtype: float64
+  - name: weight_kg
+    dtype: float64
+  - name: hr_83
+    dtype: float64
+  - name: finance_57
+    dtype: float64
+  - name: credit_score
+    dtype: float64
+  - name: logistics_22
+    dtype: float64
+  - name: logistics_34
+    dtype: float64
+  - name: logistics_84
+    dtype: float64
+  - name: hr_75
+    dtype: float64
+  - name: logistics_31
+    dtype: float64
+  - name: finance_36
+    dtype: float64
+  - name: return_flag
+    dtype: float64
+  - name: finance_78
+    dtype: float64
+  - name: employment_years
+    dtype: float64
+  - name: finance_63
+    dtype: float64
+  - name: finance_85
+    dtype: float64
+  - name: finance_79
+    dtype: float64
+  - name: hr_42
+    dtype: float64
+  - name: hr_15
+    dtype: float64
+  - name: logistics_17
+    dtype: float64
+  - name: hr_62
+    dtype: float64
+  - name: transit_days
+    dtype: float64
+  - name: hr_34
+    dtype: float64
+  - name: logistics_54
+    dtype: float64
+  - name: logistics_115
+    dtype: float64
+  - name: hr_28
+    dtype: float64
+  - name: logistics_74
+    dtype: float64
+  - name: finance_88
+    dtype: float64
+  - name: logistics_78
+    dtype: float64
+  - name: logistics_38
+    dtype: float64
+  - name: hr_23
+    dtype: float64
+  - name: route_id
+    dtype: float64
+  - name: finance_50
+    dtype: float64
+  - name: hr_44
+    dtype: float64
+  - name: hr_40
+    dtype: float64
+  - name: finance_84
+    dtype: float64
+  - name: finance_21
+    dtype: float64
+  - name: hr_98
+    dtype: float64
+  - name: hr_39
+    dtype: float64
+  - name: finance_62
+    dtype: float64
+  - name: finance_93
+    dtype: float64
+  - name: finance_98
+    dtype: float64
+  - name: logistics_25
+    dtype: float64
+  - name: hr_102
+    dtype: float64
+  - name: hr_77
+    dtype: float64
+  - name: logistics_107
+    dtype: float64
+  - name: logistics_30
+    dtype: float64
+  - name: absences
+    dtype: float64
+  - name: margin
+    dtype: float64
+  - name: logistics_89
+    dtype: float64
+  - name: income
+    dtype: float64
+  - name: finance_30
+    dtype: float64
+  - name: finance_43
+    dtype: float64
+  - name: logistics_68
+    dtype: float64
+  - name: hr_109
+    dtype: float64
+  - name: finance_102
+    dtype: float64
+  - name: finance_99
+    dtype: float64
+  - name: finance_106
+    dtype: float64
+  - name: logistics_24
+    dtype: float64
+  - name: logistics_90
+    dtype: float64
+  - name: logistics_80
+    dtype: float64
+  - name: remote_days
+    dtype: float64
+  - name: hr_106
+    dtype: float64
+  - name: finance_95
+    dtype: float64
+  - name: hr_89
+    dtype: float64
+  - name: finance_33
+    dtype: float64
+  - name: finance_96
+    dtype: float64
+  - name: finance_75
+    dtype: float64
+  - name: logistics_66
+    dtype: float64
+  - name: hr_85
+    dtype: float64
+  - name: hr_119
+    dtype: float64
+  - name: logistics_93
+    dtype: float64
+  - name: logistics_47
+    dtype: float64
+  - name: finance_20
+    dtype: float64
+  - name: logistics_119
+    dtype: float64
+  - name: hr_96
+    dtype: float64
+  - name: finance_94
+    dtype: float64
+  - name: logistics_16
+    dtype: float64
+  - name: logistics_111
+    dtype: float64
+  - name: logistics_100
+    dtype: float64
+  - name: finance_55
+    dtype: float64
+  - name: finance_77
+    dtype: float64
+  - name: logistics_73
+    dtype: float64
+  - name: finance_19
+    dtype: float64
+  - name: finance_52
+    dtype: float64
+  - name: logistics_88
+    dtype: float64
+  - name: hr_101
+    dtype: float64
+  - name: finance_29
+    dtype: float64
+  - name: logistics_94
+    dtype: float64
+  - name: hr_71
+    dtype: float64
+  - name: age
+    dtype: float64
+  - name: finance_23
+    dtype: float64
+  - name: logistics_44
+    dtype: float64
+  - name: logistics_61
+    dtype: float64
+  - name: logistics_48
+    dtype: float64
+  - name: finance_18
+    dtype: float64
+  - name: logistics_39
+    dtype: float64
+  - name: expenses
+    dtype: float64
+  - name: hr_20
+    dtype: float64
+  - name: finance_73
+    dtype: float64
+  - name: hr_63
+    dtype: float64
+  - name: finance_104
+    dtype: float64
+  - name: hr_18
+    dtype: float64
+  - name: finance_66
+    dtype: float64
+  - name: attrition
+    dtype: float64
+  - name: finance_26
+    dtype: float64
+  - name: hr_53
+    dtype: float64
+  - name: hr_46
+    dtype: float64
+  - name: hr_22
+    dtype: float64
+  - name: finance_35
+    dtype: float64
+  - name: hr_88
+    dtype: float64
+  - name: hr_61
+    dtype: float64
+  - name: customs_flag
+    dtype: float64
+  - name: hr_58
+    dtype: float64
+  - name: hr_95
+    dtype: float64
+  - name: logistics_75
+    dtype: float64
+  - name: finance_87
+    dtype: float64
+  - name: finance_24
+    dtype: float64
+  - name: interest_rate
+    dtype: float64
+  - name: logistics_60
+    dtype: float64
+  - name: hr_17
+    dtype: float64
+  - name: hr_26
+    dtype: float64
+  - name: logistics_46
+    dtype: float64
+  - name: fuel_consumption
+    dtype: float64
+  - name: logistics_52
+    dtype: float64
+  - name: fragile
+    dtype: float64
+  - name: logistics_110
+    dtype: float64
+  - name: finance_54
+    dtype: float64
+  - name: hr_110
+    dtype: float64
+  - name: hr_112
+    dtype: float64
+  - name: finance_91
+    dtype: float64
+  - name: logistics_102
+    dtype: float64
+  - name: logistics_18
+    dtype: float64
+  - name: logistics_87
+    dtype: float64
+  - name: overtime_hours
+    dtype: float64
+  - name: hr_81
+    dtype: float64
+  - name: logistics_35
+    dtype: float64
+  - name: hr_33
+    dtype: float64
+  - name: logistics_49
+    dtype: float64
+  - name: finance_17
+    dtype: float64
+  - name: hr_35
+    dtype: float64
+  - name: finance_44
+    dtype: float64
+  - name: hr_68
+    dtype: float64
+  - name: logistics_120
+    dtype: float64
+  - name: finance_67
+    dtype: float64
+  - name: logistics_70
+    dtype: float64
+  - name: hr_108
+    dtype: float64
+  - name: department_id
+    dtype: float64
+  - name: logistics_65
+    dtype: float64
+  - name: hr_66
+    dtype: float64
+  - name: finance_74
+    dtype: float64
+  - name: logistics_95
+    dtype: float64
+  - name: hr_69
+    dtype: float64
+  - name: finance_59
+    dtype: float64
+  - name: hr_72
+    dtype: float64
+  - name: hr_80
+    dtype: float64
+  - name: hr_86
+    dtype: float64
+  - name: logistics_21
+    dtype: float64
+  - name: finance_51
+    dtype: float64
+  - name: logistics_97
+    dtype: float64
+  - name: hr_73
+    dtype: float64
+  - name: hr_87
+    dtype: float64
+  - name: logistics_53
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 1157310750
+    num_examples: 278000
+  download_size: 179591054
+  dataset_size: 1157310750
+configs:
+- config_name: datagen_113
+  data_files:
+  - split: train
+    path: datagen_113/train-*
 ---
 
 # Tabula Pretraining Corpus

datagen_113/{train-00000-of-00001.parquet → train-00000-of-00003.parquet}

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f5ed126c2b52c3570db675d22156d1ae648bebadbff923f5a11bc94bd9c4773c
-size 60442276
+oid sha256:caab565ca6974222c6b72da87956953232e7e6ed0be732dccf44af0c31675a6b
+size 67451768

datagen_113/train-00001-of-00003.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42a093e7fc70f3b6a00d81c08402a7176d037a442d8a005d4bf68673b7f07627
+size 73745102

datagen_113/train-00002-of-00003.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e88603aa1a9cbf2f7134b925c09ea4b08beee7f84ead3b862ac3a8fb3d5d757f
+size 38394184