geshijoker/chaosmining

---
license: cc-by-nc-4.0
dataset_info:
- config_name: symbolic_simulation
features:
- name: num_var
dtype: int64
- name: function
dtype: string
splits:
- name: train
num_bytes: 700
num_examples: 15
download_size: 1816
dataset_size: 700
- config_name: audio_RBFP
features:
- name: file_name
dtype: string
- name: label
dtype: string
- name: position
dtype: int64
- name: audio
dtype:
audio:
sampling_rate: 16000
mono: false
splits:
- name: train
num_bytes: 27157123544.625
num_examples: 84843
- name: validation
num_bytes: 3194785897.375
num_examples: 9981
download_size: 30351871119
dataset_size: 30351909442.0
- config_name: audio_RBRP
features:
- name: file_name
dtype: string
- name: label
dtype: string
- name: position
dtype: int64
- name: audio
dtype:
audio:
sampling_rate: 16000
mono: false
splits:
- name: train
num_bytes: 27157123544.625
num_examples: 84843
- name: validation
num_bytes: 3194785897.375
num_examples: 9981
download_size: 30351960252
dataset_size: 30351909442.0
- config_name: audio_SBFP
features:
- name: file_name
dtype: string
- name: label
dtype: string
- name: position
dtype: int64
- name: audio
dtype:
audio:
sampling_rate: 16000
mono: false
splits:
- name: train
num_bytes: 27157123544.625
num_examples: 84843
- name: validation
num_bytes: 3194785897.375
num_examples: 9981
download_size: 30351832397
dataset_size: 30351909442.0
- config_name: audio_SBRP
features:
- name: file_name
dtype: string
- name: label
dtype: string
- name: position
dtype: int64
- name: audio
dtype:
audio:
sampling_rate: 16000
mono: false
splits:
- name: train
num_bytes: 27157123544.625
num_examples: 84843
- name: validation
num_bytes: 3194785897.375
num_examples: 9981
download_size: 30351924920
dataset_size: 30351909442.0
- config_name: vision_RBFP
features:
- name: image
dtype: image
- name: foreground_label
dtype: int64
- name: position_x
dtype: int64
- name: position_y
dtype: int64
splits:
- name: train
num_bytes: 7539715850.0
num_examples: 50000
- name: validation
num_bytes: 1507888500.0
num_examples: 10000
download_size: 9047652019
dataset_size: 9047604350.0
- config_name: vision_RBRP
features:
- name: image
dtype: image
- name: foreground_label
dtype: int64
- name: position_x
dtype: int64
- name: position_y
dtype: int64
splits:
- name: train
num_bytes: 7540447300.0
num_examples: 50000
- name: validation
num_bytes: 1508033000.0
num_examples: 10000
download_size: 9049041434
dataset_size: 9048480300.0
- config_name: vision_SBFP
features:
- name: image
dtype: image
- name: foreground_label
dtype: int64
- name: background_label
dtype: int64
- name: position_x
dtype: int64
- name: position_y
dtype: int64
splits:
- name: train
num_bytes: 4010519200.0
num_examples: 50000
- name: validation
num_bytes: 808377090.0
num_examples: 10000
download_size: 4858077382
dataset_size: 4818896290.0
- config_name: vision_SBRP
features:
- name: image
dtype: image
- name: foreground_label
dtype: int64
- name: background_label
dtype: int64
- name: position_x
dtype: int64
- name: position_y
dtype: int64
splits:
- name: train
num_bytes: 4015499450.0
num_examples: 50000
- name: validation
num_bytes: 810681220.0
num_examples: 10000
download_size: 4874719512
dataset_size: 4826180670.0
configs:
- config_name: symbolic_simulation
data_files:
- split: train
path: data/symbolic_simulation/train-*
- config_name: audio_RBFP
data_files:
- split: train
path: data/audio/RBFP/train-*
- split: validation
path: data/audio/RBFP/validation-*
- config_name: audio_RBRP
data_files:
- split: train
path: data/audio/RBRP/train-*
- split: validation
path: data/audio/RBRP/validation-*
- config_name: audio_SBFP
data_files:
- split: train
path: data/audio/SBFP/train-*
- split: validation
path: data/audio/SBFP/validation-*
- config_name: audio_SBRP
data_files:
- split: train
path: data/audio/SBRP/train-*
- split: validation
path: data/audio/SBRP/validation-*
- config_name: vision_RBFP
data_files:
- split: train
path: data/vision/RBFP/train-*
- split: validation
path: data/vision/RBFP/validation-*
- config_name: vision_RBRP
data_files:
- split: train
path: data/vision/RBRP/train-*
- split: validation
path: data/vision/RBRP/validation-*
- config_name: vision_SBFP
data_files:
- split: train
path: data/vision/SBFP/train-*
- split: validation
path: data/vision/SBFP/validation-*
- config_name: vision_SBRP
data_files:
- split: train
path: data/vision/SBRP/train-*
- split: validation
path: data/vision/SBRP/validation-*
---

原始信息汇总

数据集概述

数据集配置

symbolic_simulation

• 特征:
  • num_var: 类型为 int64
  • function: 类型为 string
• 分割:
  • train: 700 字节，15 个样本
• 下载大小: 1816 字节
• 数据集大小: 700 字节
• 数据文件路径:
  • train: data/symbolic_simulation/train-*

audio_RBFP

• 特征:
  • file_name: 类型为 string
  • label: 类型为 string
  • position: 类型为 int64
  • audio: 类型为 audio，采样率为 16000 Hz，非单声道
• 分割:
  • train: 27157123544.625 字节，84843 个样本
  • validation: 3194785897.375 字节，9981 个样本
• 下载大小: 30351871119 字节
• 数据集大小: 30351909442.0 字节
• 数据文件路径:
  • train: data/audio/RBFP/train-*
  • validation: data/audio/RBFP/validation-*

audio_RBRP

• 特征:
  • file_name: 类型为 string
  • label: 类型为 string
  • position: 类型为 int64
  • audio: 类型为 audio，采样率为 16000 Hz，非单声道
• 分割:
  • train: 27157123544.625 字节，84843 个样本
  • validation: 3194785897.375 字节，9981 个样本
• 下载大小: 30351960252 字节
• 数据集大小: 30351909442.0 字节
• 数据文件路径:
  • train: data/audio/RBRP/train-*
  • validation: data/audio/RBRP/validation-*

audio_SBFP

• 特征:
  • file_name: 类型为 string
  • label: 类型为 string
  • position: 类型为 int64
  • audio: 类型为 audio，采样率为 16000 Hz，非单声道
• 分割:
  • train: 27157123544.625 字节，84843 个样本
  • validation: 3194785897.375 字节，9981 个样本
• 下载大小: 30351832397 字节
• 数据集大小: 30351909442.0 字节
• 数据文件路径:
  • train: data/audio/SBFP/train-*
  • validation: data/audio/SBFP/validation-*

audio_SBRP

• 特征:
  • file_name: 类型为 string
  • label: 类型为 string
  • position: 类型为 int64
  • audio: 类型为 audio，采样率为 16000 Hz，非单声道
• 分割:
  • train: 27157123544.625 字节，84843 个样本
  • validation: 3194785897.375 字节，9981 个样本
• 下载大小: 30351924920 字节
• 数据集大小: 30351909442.0 字节
• 数据文件路径:
  • train: data/audio/SBRP/train-*
  • validation: data/audio/SBRP/validation-*

vision_RBFP

• 特征:
  • image: 类型为 image
  • foreground_label: 类型为 int64
  • position_x: 类型为 int64
  • position_y: 类型为 int64
• 分割:
  • train: 7539715850.0 字节，50000 个样本
  • validation: 1507888500.0 字节，10000 个样本
• 下载大小: 9047652019 字节
• 数据集大小: 9047604350.0 字节
• 数据文件路径:
  • train: data/vision/RBFP/train-*
  • validation: data/vision/RBFP/validation-*

vision_RBRP

• 特征:
  • image: 类型为 image
  • foreground_label: 类型为 int64
  • position_x: 类型为 int64
  • position_y: 类型为 int64
• 分割:
  • train: 7540447300.0 字节，50000 个样本
  • validation: 1508033000.0 字节，10000 个样本
• 下载大小: 9049041434 字节
• 数据集大小: 9048480300.0 字节
• 数据文件路径:
  • train: data/vision/RBRP/train-*
  • validation: data/vision/RBRP/validation-*

vision_SBFP

• 特征:
  • image: 类型为 image
  • foreground_label: 类型为 int64
  • background_label: 类型为 int64
  • position_x: 类型为 int64
  • position_y: 类型为 int64
• 分割:
  • train: 4010519200.0 字节，50000 个样本
  • validation: 808377090.0 字节，10000 个样本
• 下载大小: 4858077382 字节
• 数据集大小: 4818896290.0 字节
• 数据文件路径:
  • train: data/vision/SBFP/train-*
  • validation: data/vision/SBFP/validation-*

vision_SBRP

• 特征:
  • image: 类型为 image
  • foreground_label: 类型为 int64
  • background_label: 类型为 int64
  • position_x: 类型为 int64
  • position_y: 类型为 int64
• 分割:
  • train: 4015499450.0 字节，50000 个样本
  • validation: 810681220.0 字节，10000 个样本
• 下载大小: 4874719512 字节
• 数据集大小: 4826180670.0 字节
• 数据文件路径:
  • train: data/vision/SBRP/train-*
  • validation: data/vision/SBRP/validation-*