<|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|>

Min va max uchun berilgan qiymatlarni min-max normalashuvini amalga oshiradigan python funksiyasini yozing. E'tibor bering, berilgan qiymatlar ixtiyoriy bo'lishi mumkin. Barcha chet holatlarini boshqaring va numpy-dan foydalaning.<|eot_id|><|start_header_id|>assistant<|end_header_id|>

Bu yerda NumPy yordamida min-max normallashtirishni amalga oshiruvchi Python funksiyasi mavjud. U kirish massivini va normallashtirish uchun ixtiyoriy minimal va maksimal qiymatlarni oladi. Funksiya chetdagi holatlarni, masalan, kirish massiv bo'sh bo'lganda yoki taqdim etilgan minimal va maksimal qiymatlar teng bo'lganda, boshqaradi. ```python import numpy as np def min_max_normalizationarr ((, provided_min=None, provided_max=None): if len(arr) == 0: raise ValueError ((("Input cannot be empty. ") arr = np.array (((arr) if provided_min is None and provided_max is None: if provided_min == provided_max: raise ValueError ((("Provided minimum and maximum values cannot be equal. ") min_value, max_max<|eot_id|><|start_header_id|>user<|end_header_id|>

Buni "Go" ga aylantira olasizmi?<|eot_id|><|start_header_id|>assistant<|end_header_id|>

Albatta! Mana bir teng Go dasturi: ```go paket asosiy import ( " xatolar " " fmt " ) funksiyani minMaxNormalization(arr [] float64, providedMin, providedMax * float64) ([] float64, error) { if len(arr) == 0 { return nil, errors.New(" input array cannot be empty ") } var min, max float64 if providedMin!= nil & providedMax!= nil { if * providedMin == * provided { Max return nil, errors.(((New " provided minimum and maximum values cannot be equal ") } min, max = * providedMin, * providedMax } else { min, max = arr[0], arr[0] for _, v: arr= range { if v < min { { if v = min } > v = { if v = v } min, providedMin, providedMax ==<|eot_id|>