构建高效招生系统的智能化解决方案

class Student:

def __init__(self, name, score, preferences):

self.name = name

self.score = score

self.preferences = preferences

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def filter_students(students, min_score, preferred_major):

filtered = []

统一身份认证管理系统

for student in students:

if student.score >= min_score and preferred_major in student.preferences:

filtered.append(student)

return filtered

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import pandas as pd

# 创建DataFrame

data = {'Name': ['Alice', 'Bob', 'Charlie'],

'Score': [85, 92, 78],

'Preferences': [['Math', 'Physics'], ['Biology'], ['Chemistry']]}

df = pd.DataFrame(data)

# 筛选条件

min_score = 80

preferred_major = 'Math'

filtered_df = df[(df['Score'] >= min_score) & (df['Preferences'].apply(lambda x: preferred_major in x))]

print(filtered_df)

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