<|begin_of_text|><|start_header_id|>system<|end_header_id|>

You are a helpful chatbot that always answers in Uzbek.<|eot_id|><|start_header_id|>user<|end_header_id|>

Bu yerda BRUSH ma'lumotlar to'plamini ko'rish uchun kod: ```python writer_id uchun tqdm{os.listdir{"data/BRUSH")): if os.path.isdir{f"data/BRUSH/{writer_id}": drawing_id uchun os.listdir{f"data/BRUSH/{writer_id}": with open{f"data/BRUSH/{writer_id}/{drawing_id}", 'rb') as f: sentence, drawing, label = pickle.load{f) ``` Iltimos, ushbu ma'lumotlar to'plami uchun ma'lumotlar yuklovchisini yozing.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

Albatta, bu yerda BRUSH ma'lumotlar to'plami uchun ma'lumotlar yuklovchisi misoli berilgan: ` import os import pickle from torch.utils.data import Dataset, DataLoader class BRUSHDataset(Dataset): definit ____(self, root_dir): self.root_dir = root_dir self.data = [] for writer_id in os.listdir (((self.root_dir): if os.path.isdir (((path.join (((self.root_dir, writer_id)): for drawing_id in os.dirlist (((path.join (((self.root_dir, writer_id)): with open (((path.join.root_id, writer_id, drawing_id), 'b') as: f, pickle = load.data<|eot_id|><|start_header_id|>user<|end_header_id|>

Kodning boshida kod qutisini buzdingiz, iltimos, kerakli tuzatish bilan sizning so'rovingizni qayta bajaring.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

Men xato qilganim uchun uzr so'rayman. Bu erda BRUSH ma'lumotlar to'plami uchun ma'lumotlar yuklovchisi misoli taqdim etilgan, to'g'ri formatlangan: ``Python import os import pickle from torch.utils.data import Dataset, DataLoader sinfi BRUSHDataset: __ definit__(o'zi, root_dir): self.root_dir = root_dir self.data = [] for writer_id in os.listdir (((o'zi.root_dir): if os.pathisdir.os (((o'zi.join.root_dir, writer_id)): for drawing_id in os.dir.path.join.self (((o'zi.root_dir, writer_id)): with open (((o'zi.path.jo<|eot_id|>