CSV faylidan SMILES yoki SMARTS qatorlari ro'yxatini yuklash uchun python skriptini yozing. Kirish ma'lumotlarini tozalang va har qanday takrorlangan yoki tautomerlarni olib tashlang. Barcha protonatsiya holatlari pH 7 uchun mos ekanligiga ishonch hosil qiling. CSV faylida topilgan yorliqni taxmin qilish uchun kichik LSTM yarating.
spam lang_mismatch pii not_appropriate hate_speech sexual_content quality toxicity humor creativity violence