graph-transformers/CATH_backbones
收藏Hugging Face2024-10-14 更新2025-11-01 收录
下载链接:
https://hf-mirror.com/datasets/graph-transformers/CATH_backbones
下载链接
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资源简介:
---
dataset_info:
- config_name: '4.2'
features:
- name: backbone
dtype: atom_array
- name: num_chains
dtype: int32
- name: name
dtype: string
- name: CATH
dtype: string
splits:
- name: test
num_bytes: 32442772.0
num_examples: 1120
- name: train
num_bytes: 697953685.0
num_examples: 18024
- name: validation
num_bytes: 18873321.0
num_examples: 608
download_size: 290633639
dataset_size: 749269778.0
- config_name: '4.3'
features:
- name: backbone
dtype: atom_array
- name: num_chains
dtype: int32
- name: name
dtype: string
- name: CATH
dtype: string
splits:
- name: train
num_bytes: 477789528.0
num_examples: 16699
- name: test
num_bytes: 42015661.0
num_examples: 1882
- name: validation
num_bytes: 36815799.0
num_examples: 1529
download_size: 162348411
dataset_size: 556620988.0
configs:
- config_name: '4.2'
data_files:
- split: test
path: 4.2/test-*
- split: train
path: 4.2/train-*
- split: validation
path: 4.2/validation-*
- config_name: '4.3'
data_files:
- split: train
path: 4.3/train-*
- split: test
path: 4.3/test-*
- split: validation
path: 4.3/validation-*
---
数据集信息:
- 配置名称:'4.2'
特征:
- 特征名:主链(backbone),数据类型:原子数组(atom_array)
- 特征名:链数目(num_chains),数据类型:int32
- 特征名:样本名称(name),数据类型:字符串(string)
- 特征名:CATH分类(CATH),数据类型:字符串(string)
数据集划分:
- 划分名称:测试集(test),占用字节数:32442772.0,样本量:1120
- 划分名称:训练集(train),占用字节数:697953685.0,样本量:18024
- 划分名称:验证集(validation),占用字节数:18873321.0,样本量:608
下载总大小:290633639,数据集总大小:749269778.0
- 配置名称:'4.3'
特征:
- 特征名:主链(backbone),数据类型:原子数组(atom_array)
- 特征名:链数目(num_chains),数据类型:int32
- 特征名:样本名称(name),数据类型:字符串(string)
- 特征名:CATH分类(CATH),数据类型:字符串(string)
数据集划分:
- 划分名称:训练集(train),占用字节数:477789528.0,样本量:16699
- 划分名称:测试集(test),占用字节数:42015661.0,样本量:1882
- 划分名称:验证集(validation),占用字节数:36815799.0,样本量:1529
下载总大小:162348411,数据集总大小:556620988.0
配置项:
- 配置名称:'4.2'
数据文件:
- 划分:测试集(test),路径:4.2/test-*
- 划分:训练集(train),路径:4.2/train-*
- 划分:验证集(validation),路径:4.2/validation-*
- 配置名称:'4.3'
数据文件:
- 划分:训练集(train),路径:4.3/train-*
- 划分:测试集(test),路径:4.3/test-*
- 划分:验证集(validation),路径:4.3/validation-*
提供机构:
graph-transformers


