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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@@ -28,6 +28,8 @@ config_names:
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- stackoverflow
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- taxi_nyc_neighborhoods
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- synthea
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- amazon_easytpp
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- earthquake_easytpp
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- retweet_easytpp
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@@ -5577,6 +5579,73 @@ dataset_info:
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- name: validation
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num_bytes: 863998
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num_examples: 1150
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- config_name: amazon_easytpp
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features:
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- name: datetime
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@@ -5840,6 +5909,22 @@ configs:
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path: synthea/validation*
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- split: test
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path: synthea/test*
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- config_name: amazon_easytpp
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data_files:
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- split: train
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- stackoverflow
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- taxi_nyc_neighborhoods
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- synthea
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+
- spiketrains
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- crypto_transactions
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- amazon_easytpp
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- earthquake_easytpp
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- retweet_easytpp
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- name: validation
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num_bytes: 863998
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num_examples: 1150
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- config_name: spiketrains
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features:
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- name: datetime
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sequence: timestamp[ns]
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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': neuron fire probability [0.1, 0.2)
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'1': neuron fire probability [0.2, 0.3)
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'2': neuron fire probability [0.3, 0.4)
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'3': neuron fire probability [0.4, 0.5)
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'4': neuron fire probability [0.5, 0.6)
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'5': neuron fire probability [0.6, 0.7)
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'6': neuron fire probability [0.7, 0.8)
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'7': neuron fire probability [0.8, 0.9)
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'8': neuron fire probability [0.9, 1.0]
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- name: time_since_last_event
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sequence: float64
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- name: time_since_start
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sequence: float64
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- name: seq_idx
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dtype: int64
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- name: dim_process
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dtype: int64
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- name: seq_len
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dtype: int64
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splits:
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- name: train
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num_bytes: 6426996
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num_examples: 480
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- name: test
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num_bytes: 845195
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num_examples: 60
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- name: validation
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num_bytes: 870065
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num_examples: 60
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- config_name: crypto_transactions
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features:
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- name: datetime
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sequence: timestamp[ns]
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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': sell event, transaction from user
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'1': buy event, transaction to user
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- name: time_since_last_event
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sequence: float64
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- name: time_since_start
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sequence: float64
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- name: seq_idx
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dtype: int64
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- name: dim_process
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dtype: int64
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- name: seq_len
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dtype: int64
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splits:
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- name: train
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num_bytes: 313903559
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num_examples: 1408527
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- name: test
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num_bytes: 39653139
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num_examples: 176066
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- name: validation
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num_bytes: 39796795
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num_examples: 176066
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- config_name: amazon_easytpp
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features:
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- name: datetime
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path: synthea/validation*
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- split: test
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path: synthea/test*
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- config_name: spiketrains
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data_files:
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- split: train
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path: spiketrains/train*
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- split: validation
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path: spiketrains/validation*
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- split: test
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path: spiketrains/test*
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- config_name: crypto_transactions
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data_files:
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- split: train
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path: crypto_transactions/train*
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- split: validation
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path: crypto_transactions/validation*
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- split: test
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path: crypto_transactions/test*
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- config_name: amazon_easytpp
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data_files:
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- split: train
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