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README.md
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@@ -14,7 +14,7 @@ size_categories:
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- 10K<n<100K
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- 100K<n<1M
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dataset_info:
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- config_name:
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features:
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- name: text
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dtype: string
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dtype: int64
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splits:
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- name: train
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num_examples:
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- name: test
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num_examples:
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- name: validation
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num_examples:
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- config_name:
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features:
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- name: text
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dtype: string
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dtype: int64
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splits:
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- name: train
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-
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- name: test
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-
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- name: validation
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-
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- config_name: financial_phrasebank
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features:
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- name: text
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@@ -53,7 +58,7 @@ dataset_info:
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num_examples: 0
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- name: validation
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num_examples: 566
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- config_name:
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features:
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- name: text
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dtype: string
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@@ -61,28 +66,28 @@ dataset_info:
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dtype: int64
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splits:
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- name: train
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-
num_examples:
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- name: test
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num_examples:
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- name: validation
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num_examples:
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configs:
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- config_name:
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data_files:
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- split: train
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path: data/
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- split: test
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path: data/
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- split: validation
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path: data/
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- config_name:
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data_files:
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- split: train
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path:
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- split: test
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path:
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- split: validation
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path:
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- config_name: financial_phrasebank
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data_files:
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- split: train
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@@ -91,14 +96,14 @@ configs:
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path: data/financial_phrasebank-test.parquet
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- split: validation
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path: data/financial_phrasebank-validation.parquet
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- config_name:
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data_files:
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- split: train
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path: data/
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- split: test
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path: data/
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- split: validation
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path: data/
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---
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# Data Preprocessing AutoML Benchmarks
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- 10K<n<100K
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- 100K<n<1M
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dataset_info:
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- config_name: MASSIVE
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features:
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- name: text
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dtype: string
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dtype: int64
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splits:
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- name: train
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num_examples: 11514
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- name: test
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num_examples: 2974
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- name: validation
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num_examples: 2033
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- config_name: banking77
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features:
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- name: text
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dtype: string
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dtype: int64
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splits:
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- name: train
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num_bytes: 535404
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num_examples: 7502
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- name: test
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num_bytes: 204010
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num_examples: 3080
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- name: validation
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num_bytes: 179624
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num_examples: 2501
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download_size: 452800
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dataset_size: 919038
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- config_name: financial_phrasebank
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features:
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- name: text
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num_examples: 0
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- name: validation
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num_examples: 566
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- config_name: trec
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features:
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- name: text
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dtype: string
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dtype: int64
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splits:
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- name: train
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num_examples: 4089
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- name: test
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num_examples: 500
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- name: validation
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num_examples: 1363
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configs:
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- config_name: MASSIVE
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data_files:
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- split: train
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path: data/MASSIVE-train.parquet
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- split: test
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path: data/MASSIVE-test.parquet
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- split: validation
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path: data/MASSIVE-validation.parquet
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- config_name: banking77
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data_files:
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- split: train
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path: banking77/train-*
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- split: test
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path: banking77/test-*
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- split: validation
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path: banking77/validation-*
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- config_name: financial_phrasebank
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data_files:
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- split: train
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path: data/financial_phrasebank-test.parquet
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- split: validation
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path: data/financial_phrasebank-validation.parquet
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- config_name: trec
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data_files:
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- split: train
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path: data/trec-train.parquet
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- split: test
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path: data/trec-test.parquet
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- split: validation
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path: data/trec-validation.parquet
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---
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# Data Preprocessing AutoML Benchmarks
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