Datasets:
Formats:
parquet
Sub-tasks:
multi-class-classification
univariate-time-series-forecasting
tabular-multi-class-classification
Languages:
English
Size:
1M - 10M
ArXiv:
Tags:
timeseries
time-series
time-series-forecasting
tabular-regression
tabular-classification
univariate-time-series-forecasting
License:
Update README.md
Browse files
README.md
CHANGED
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@@ -41,6 +41,9 @@ config_names:
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| 41 |
- taobao_easytpp
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| 42 |
- taxi_easytpp
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| 43 |
- volcano_easytpp
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| 44 |
tags:
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| 45 |
- timeseries
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| 46 |
- time-series
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@@ -6118,6 +6121,237 @@ dataset_info:
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| 6118 |
- name: validation
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| 6119 |
num_bytes: 18309
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| 6120 |
num_examples: 42
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| 6121 |
configs:
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| 6122 |
- config_name: earthquake
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| 6123 |
data_files:
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@@ -6247,6 +6481,30 @@ configs:
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| 6247 |
path: volcano_easytpp/validation*
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| 6248 |
- split: test
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| 6249 |
path: volcano_easytpp/test*
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| 6250 |
---
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| 6252 |
# MUSES: a benchmark for Marked Unevenly Spaced Event Sequences
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@@ -6277,6 +6535,9 @@ MUSES, a benchmark for **M**arked **U**nevenly **S**paced **E**vent **S**equence
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| 6277 |
- [taobao_easytpp](#taobao_easytpp-1)
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| 6278 |
- [taxi_easytpp](#taxi_easytpp-1)
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| 6279 |
- [volcano_easytpp](#volcano_easytpp-1)
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| 6280 |
- [Data Fields](#data-fields)
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| 6281 |
- [Data Splits](#data-splits)
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| 6282 |
- [Dataset Creation](#dataset-creation)
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| 41 |
- taobao_easytpp
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| 42 |
- taxi_easytpp
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| 43 |
- volcano_easytpp
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| 44 |
+
- hawkes_dependent
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| 45 |
+
- hawkes_1
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| 46 |
+
- hawkes_difficult
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| 47 |
tags:
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| 48 |
- timeseries
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| 49 |
- time-series
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| 6121 |
- name: validation
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| 6122 |
num_bytes: 18309
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| 6123 |
num_examples: 42
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| 6124 |
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- config_name: hawkes_dependent
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| 6125 |
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features:
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| 6126 |
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- name: type_event
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| 6127 |
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sequence:
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| 6128 |
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class_label:
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| 6129 |
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names:
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| 6130 |
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'0': simulated event type 0
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| 6131 |
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'1': simulated event type 1
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| 6132 |
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- name: time_since_last_event
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| 6133 |
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sequence: float64
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| 6134 |
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- name: time_since_start
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| 6135 |
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sequence: float64
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| 6136 |
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- name: seq_idx
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| 6137 |
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dtype: int64
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| 6138 |
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- name: dim_process
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| 6139 |
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dtype: int64
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| 6140 |
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- name: seq_len
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| 6141 |
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dtype: int64
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splits:
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| 6143 |
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- name: train
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| 6144 |
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num_bytes: 8642638
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| 6145 |
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num_examples: 19661
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| 6146 |
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- name: test
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| 6147 |
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num_bytes: 1224355
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| 6148 |
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num_examples: 2457
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| 6149 |
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- name: validation
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| 6150 |
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num_bytes: 1232289
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| 6151 |
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num_examples: 2458
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| 6152 |
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- config_name: hawkes_1
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| 6153 |
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features:
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- name: type_event
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| 6155 |
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sequence:
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class_label:
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names:
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| 6158 |
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'0': simulated event
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| 6159 |
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- name: time_since_last_event
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sequence: float64
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| 6161 |
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- name: time_since_start
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| 6162 |
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sequence: float64
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| 6163 |
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- name: seq_idx
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| 6164 |
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dtype: int64
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| 6165 |
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- name: dim_process
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| 6166 |
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dtype: int64
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| 6167 |
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- name: seq_len
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| 6168 |
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dtype: int64
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| 6169 |
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splits:
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| 6170 |
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- name: train
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| 6171 |
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num_bytes: 1656093
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| 6172 |
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num_examples: 800
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| 6173 |
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- name: test
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| 6174 |
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num_bytes: 194623
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| 6175 |
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num_examples: 100
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| 6176 |
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- name: validation
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| 6177 |
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num_bytes: 191069
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| 6178 |
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num_examples: 100
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- config_name: hawkes_difficult
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features:
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- name: type_event
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sequence:
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class_label:
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names:
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'0': simulated event type 0
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'1': simulated event type 1
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'2': simulated event type 2
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'3': simulated event type 3
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'4': simulated event type 4
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'5': simulated event type 5
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'6': simulated event type 6
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'7': simulated event type 7
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'8': simulated event type 8
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'9': simulated event type 9
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'10': simulated event type 10
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'11': simulated event type 11
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'12': simulated event type 12
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'13': simulated event type 13
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'14': simulated event type 14
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'15': simulated event type 15
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'16': simulated event type 16
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'17': simulated event type 17
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'18': simulated event type 18
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'19': simulated event type 19
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'20': simulated event type 20
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'21': simulated event type 21
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'22': simulated event type 22
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'23': simulated event type 23
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'24': simulated event type 24
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'25': simulated event type 25
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'26': simulated event type 26
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'27': simulated event type 27
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'28': simulated event type 28
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'29': simulated event type 29
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'30': simulated event type 30
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'31': simulated event type 31
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'32': simulated event type 32
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'33': simulated event type 33
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'34': simulated event type 34
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'35': simulated event type 35
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'36': simulated event type 36
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'37': simulated event type 37
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'38': simulated event type 38
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'39': simulated event type 39
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'40': simulated event type 40
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'41': simulated event type 41
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'42': simulated event type 42
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'43': simulated event type 43
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'44': simulated event type 44
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'45': simulated event type 45
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'46': simulated event type 46
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'47': simulated event type 47
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'48': simulated event type 48
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'49': simulated event type 49
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'50': simulated event type 50
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'51': simulated event type 51
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'52': simulated event type 52
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'53': simulated event type 53
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'54': simulated event type 54
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'55': simulated event type 55
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'56': simulated event type 56
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'57': simulated event type 57
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'58': simulated event type 58
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'59': simulated event type 59
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'60': simulated event type 60
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'61': simulated event type 61
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'62': simulated event type 62
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'63': simulated event type 63
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'64': simulated event type 64
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'65': simulated event type 65
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'66': simulated event type 66
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'67': simulated event type 67
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'68': simulated event type 68
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'69': simulated event type 69
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'70': simulated event type 70
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'71': simulated event type 71
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'72': simulated event type 72
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'73': simulated event type 73
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'74': simulated event type 74
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'75': simulated event type 75
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'76': simulated event type 76
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'77': simulated event type 77
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'78': simulated event type 78
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'79': simulated event type 79
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'80': simulated event type 80
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'81': simulated event type 81
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'82': simulated event type 82
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'83': simulated event type 83
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'84': simulated event type 84
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'85': simulated event type 85
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'86': simulated event type 86
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'87': simulated event type 87
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'88': simulated event type 88
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'89': simulated event type 89
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'90': simulated event type 90
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'91': simulated event type 91
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'92': simulated event type 92
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'93': simulated event type 93
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'94': simulated event type 94
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'95': simulated event type 95
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'96': simulated event type 96
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'97': simulated event type 97
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'98': simulated event type 98
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'99': simulated event type 99
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'100': simulated event type 100
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'101': simulated event type 101
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'102': simulated event type 102
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'103': simulated event type 103
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'104': simulated event type 104
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'105': simulated event type 105
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'106': simulated event type 106
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'107': simulated event type 107
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'108': simulated event type 108
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'109': simulated event type 109
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'110': simulated event type 110
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'111': simulated event type 111
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'112': simulated event type 112
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'113': simulated event type 113
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'114': simulated event type 114
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'115': simulated event type 115
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'116': simulated event type 116
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'117': simulated event type 117
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'118': simulated event type 118
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'119': simulated event type 119
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'120': simulated event type 120
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'121': simulated event type 121
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'122': simulated event type 122
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'123': simulated event type 123
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'124': simulated event type 124
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'125': simulated event type 125
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'126': simulated event type 126
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'127': simulated event type 127
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'128': simulated event type 128
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'129': simulated event type 129
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'130': simulated event type 130
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'131': simulated event type 131
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'132': simulated event type 132
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'133': simulated event type 133
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'134': simulated event type 134
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'135': simulated event type 135
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'136': simulated event type 136
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'137': simulated event type 137
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'138': simulated event type 138
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'139': simulated event type 139
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'140': simulated event type 140
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'141': simulated event type 141
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'142': simulated event type 142
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'143': simulated event type 143
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'144': simulated event type 144
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'145': simulated event type 145
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'146': simulated event type 146
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'147': simulated event type 147
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| 6333 |
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'148': simulated event type 148
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| 6334 |
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'149': simulated event type 149
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| 6335 |
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- name: time_since_last_event
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| 6336 |
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sequence: float64
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| 6337 |
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- name: time_since_start
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| 6338 |
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sequence: float64
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| 6339 |
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- name: seq_idx
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| 6340 |
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dtype: int64
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| 6341 |
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- name: dim_process
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dtype: int64
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| 6343 |
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- name: seq_len
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| 6344 |
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dtype: int64
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| 6345 |
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splits:
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- name: train
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| 6347 |
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num_bytes: 21244276
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| 6348 |
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num_examples: 1600
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| 6349 |
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- name: test
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| 6350 |
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num_bytes: 3190126
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| 6351 |
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num_examples: 200
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| 6352 |
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- name: validation
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| 6353 |
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num_bytes: 3167164
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| 6354 |
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num_examples: 200
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| 6355 |
configs:
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| 6356 |
- config_name: earthquake
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| 6357 |
data_files:
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| 6481 |
path: volcano_easytpp/validation*
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| 6482 |
- split: test
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| 6483 |
path: volcano_easytpp/test*
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| 6484 |
+
- config_name: hawkes_dependent
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| 6485 |
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data_files:
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| 6486 |
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- split: train
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| 6487 |
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path: hawkes_dependent/train*
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| 6488 |
+
- split: validation
|
| 6489 |
+
path: hawkes_dependent/validation*
|
| 6490 |
+
- split: test
|
| 6491 |
+
path: hawkes_dependent/test*
|
| 6492 |
+
- config_name: hawkes_1
|
| 6493 |
+
data_files:
|
| 6494 |
+
- split: train
|
| 6495 |
+
path: hawkes_1/train*
|
| 6496 |
+
- split: validation
|
| 6497 |
+
path: hawkes_1/validation*
|
| 6498 |
+
- split: test
|
| 6499 |
+
path: hawkes_1/test*
|
| 6500 |
+
- config_name: hawkes_difficult
|
| 6501 |
+
data_files:
|
| 6502 |
+
- split: train
|
| 6503 |
+
path: hawkes_difficult/train*
|
| 6504 |
+
- split: validation
|
| 6505 |
+
path: hawkes_difficult/validation*
|
| 6506 |
+
- split: test
|
| 6507 |
+
path: hawkes_difficult/test*
|
| 6508 |
---
|
| 6509 |
|
| 6510 |
# MUSES: a benchmark for Marked Unevenly Spaced Event Sequences
|
|
|
|
| 6535 |
- [taobao_easytpp](#taobao_easytpp-1)
|
| 6536 |
- [taxi_easytpp](#taxi_easytpp-1)
|
| 6537 |
- [volcano_easytpp](#volcano_easytpp-1)
|
| 6538 |
+
- [hawkes_dependent](#hawkes_dependent-1)
|
| 6539 |
+
- [hawkes_1](#hawkes_1-1)
|
| 6540 |
+
- [hawkes_difficult](#hawkes_difficult-1)
|
| 6541 |
- [Data Fields](#data-fields)
|
| 6542 |
- [Data Splits](#data-splits)
|
| 6543 |
- [Dataset Creation](#dataset-creation)
|