তথ্যসূত্র:
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:bprec')
- বর্ণনা :
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.1.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'banking' | 561 |
'cosmetics' | 2384 |
'electro' | 382 |
'tele' | 2391 |
- বৈশিষ্ট্য :
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
সব
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:bprec/all')
- বর্ণনা :
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.1.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'train' | 5718 |
- বৈশিষ্ট্য :
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
টেলি
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:bprec/tele')
- বর্ণনা :
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.1.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'train' | 2391 |
- বৈশিষ্ট্য :
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ইলেক্ট্রো
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:bprec/electro')
- বর্ণনা :
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.1.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'train' | 382 |
- বৈশিষ্ট্য :
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
প্রসাধনী
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:bprec/cosmetics')
- বর্ণনা :
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.1.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'train' | 2384 |
- বৈশিষ্ট্য :
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}
ব্যাংকিং
TFDS এ এই ডেটাসেট লোড করতে নিম্নলিখিত কমান্ডটি ব্যবহার করুন:
ds = tfds.load('huggingface:bprec/banking')
- বর্ণনা :
Dataset consisting of Polish language texts annotated to recognize brand-product relations.
- লাইসেন্স : কোনো পরিচিত লাইসেন্স নেই
- সংস্করণ : 1.1.0
- বিভাজন :
| বিভক্ত | উদাহরণ |
|---|---|
'train' | 561 |
- বৈশিষ্ট্য :
{
"id": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"category": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"ner": {
"feature": {
"source": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
},
"target": {
"from": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"text": {
"dtype": "string",
"id": null,
"_type": "Value"
},
"to": {
"dtype": "int32",
"id": null,
"_type": "Value"
},
"type": {
"num_classes": 10,
"names": [
"PRODUCT_NAME",
"PRODUCT_NAME_IMP",
"PRODUCT_NO_BRAND",
"BRAND_NAME",
"BRAND_NAME_IMP",
"VERSION",
"PRODUCT_ADJ",
"BRAND_ADJ",
"LOCATION",
"LOCATION_IMP"
],
"names_file": null,
"id": null,
"_type": "ClassLabel"
}
}
},
"length": -1,
"id": null,
"_type": "Sequence"
}
}