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--- |
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dataset_info: |
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features: |
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- name: text |
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dtype: string |
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- name: label |
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dtype: |
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class_label: |
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names: |
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'0': activate_my_card |
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'1': age_limit |
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'2': apple_pay_or_google_pay |
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'3': atm_support |
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'4': automatic_top_up |
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'5': balance_not_updated_after_bank_transfer |
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'6': balance_not_updated_after_cheque_or_cash_deposit |
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'7': beneficiary_not_allowed |
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'8': cancel_transfer |
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'9': card_about_to_expire |
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'10': card_acceptance |
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'11': card_arrival |
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'12': card_delivery_estimate |
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'13': card_linking |
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'14': card_not_working |
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'15': card_payment_fee_charged |
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'16': card_payment_not_recognised |
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'17': card_payment_wrong_exchange_rate |
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'18': card_swallowed |
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'19': cash_withdrawal_charge |
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'20': cash_withdrawal_not_recognised |
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'21': change_pin |
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'22': compromised_card |
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'23': contactless_not_working |
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'24': country_support |
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'25': declined_card_payment |
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'26': declined_cash_withdrawal |
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'27': declined_transfer |
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'28': direct_debit_payment_not_recognised |
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'29': disposable_card_limits |
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'30': edit_personal_details |
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'31': exchange_charge |
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'32': exchange_rate |
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'33': exchange_via_app |
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'34': extra_charge_on_statement |
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'35': failed_transfer |
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'36': fiat_currency_support |
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'37': get_disposable_virtual_card |
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'38': get_physical_card |
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'39': getting_spare_card |
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'40': getting_virtual_card |
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'41': lost_or_stolen_card |
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'42': lost_or_stolen_phone |
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'43': order_physical_card |
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'44': passcode_forgotten |
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'45': pending_card_payment |
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'46': pending_cash_withdrawal |
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'47': pending_top_up |
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'48': pending_transfer |
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'49': pin_blocked |
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'50': receiving_money |
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'51': Refund_not_showing_up |
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'52': request_refund |
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'53': reverted_card_payment? |
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'54': supported_cards_and_currencies |
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'55': terminate_account |
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'56': top_up_by_bank_transfer_charge |
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'57': top_up_by_card_charge |
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'58': top_up_by_cash_or_cheque |
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'59': top_up_failed |
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'60': top_up_limits |
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'61': top_up_reverted |
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'62': topping_up_by_card |
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'63': transaction_charged_twice |
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'64': transfer_fee_charged |
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'65': transfer_into_account |
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'66': transfer_not_received_by_recipient |
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'67': transfer_timing |
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'68': unable_to_verify_identity |
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'69': verify_my_identity |
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'70': verify_source_of_funds |
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'71': verify_top_up |
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'72': virtual_card_not_working |
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'73': visa_or_mastercard |
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'74': why_verify_identity |
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'75': wrong_amount_of_cash_received |
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'76': wrong_exchange_rate_for_cash_withdrawal |
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- name: vector |
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sequence: float32 |
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splits: |
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- name: test |
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num_bytes: 4947210 |
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num_examples: 3080 |
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download_size: 6749950 |
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dataset_size: 4947210 |
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--- |
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# Dataset Card for "banking77_vectors" |
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Install `pip install fast-sentence-transformers` |
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```python |
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from fast_sentence_transformers import FastSentenceTransformer as SentenceTransformer |
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from datasets import load_dataset |
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# use any sentence-transformer |
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encoder = SentenceTransformer("all-MiniLM-L6-v2", device="cpu") |
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dataset = load_dataset("banking77", split="test") |
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dataset = dataset.map(lambda batch: {"vector": encoder.encode(batch["text"])}, batch_size=32, batched=True) |
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``` |
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[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
