Tartiblar: Biopython Numpy Scipy Matplotlib Seaborn Pandas Sklearn Tensorflow Keras Funksiyalar: Gradient Descent Stochastic Gradient Descent Adam Optimizer CRISPR Dizayn gRNA samaradorligi bashorat Off-Target tahlil Genom tahrirlash Simulyatsiya DNase Footprinting Operatsiyalar: Og'irlik yangilanishi Orqaga tarqalishi Yo'qotishlarni baholash DNACut DNA Fusion DNK ta'mirlash CRISPR skrining CRISPR kutubxona qurilishi Kattalashtirishlar: tezroq konvergensiya uchun Momentumni amalga oshirish L1/L2 qo'shish yaxshilangan umumlashtirish uchun yaxshilanishi uchun erta to'xtashni o'z ichiga olish gRNA-Cas9 o'zaro ta'sirini kuchaytirish G'ayri maqsadli samaradorlikni oshirish
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