pip install antispam

การใช้งาน

import antispam

antispam.score("Cheap shoes for sale at DSW shoe store!")
# => 0.9657724517163143

antispam.is_spam("Cheap shoes for sale at DSW shoe store!")
# => True

antispam.score("Hi mark could you please send me a copy of your machine learning homework? thanks")
# => 0.0008064840568731558

antispam.is_spam("Hi mark could you please send me a copy of your machine learning homework? thanks")
# => False

import antispam

d = antispam.Detector("my_model.dat")

d.train("กินแล้วขาวภายใน 7 วัน", True)
d.train("รายงานเรื่องสมุดปกขาว", False)

msg1 = "กินแล้วขาวแน่"
d.score(msg1)
# => 0.9999947825633266

d.is_spam(msg1)
# => True

msg2 = "คุณมีไฟล์สำเนาสมุดปกขาวไหม"
d.score(msg2)
# => 4.021280114849398e-08

d.is_spam(msg2)
# => False

d.save()