python實(shí)現(xiàn)mask矩陣示例(根據(jù)列表所給元素)
行和列的位置都在以下三個(gè)列表中的一列中,則對(duì)應(yīng)位置為1,其余位置全為0
——[7-56,239-327,438-454,522-556,574-586]
——[57-85,96-112,221-238]
——[113-220,328-437,455-521,557-573]
代碼實(shí)現(xiàn)
def generateMaskBasedOnDom(dom_path, length): """ :param dom_path: this is a file path, which contains the following information: [7-56,239-327,438-454,522-556,574-586][57-85,96-112,221-238][113-220,328-437,455-521,557-573] each [...] means one domain :param length: this is the length of this protein :return: the mask matrix with size length x length, 1 means inner domain residue pair, otherwise 0 """ # 讀取文件 with open(dom_path, "r", encoding="utf-8") as file: contents = file.readlines() # 獲得mask位置數(shù)據(jù) list0 = [] list1 = [] list2 = [] for list_idx, content in enumerate(contents): num_range_list = content.strip()[1:-1].split(",") for num_range in num_range_list: start_num = int(num_range.split("-")[0]) end_num = int(num_range.split("-")[1]) for num in range(start_num, end_num+1): if list_idx == 0: list0.append(num) elif list_idx == 1: list1.append(num) else: list2.append(num) mask = np.zeros((length, length)) # 遍歷矩陣每個(gè)元素 for row in range(mask.shape[0]): for col in range(mask.shape[1]): if (row in list0 and col in list0) or (row in list1 and col in list1) or (row in list2 and col in list2): mask[row][col] = 1 return mask if __name__ == "__main__": # if no dom file ,please get dom file first with open("dom.txt", "w", encoding="utf-8") as f: f.write("[7-56,239-327,438-454,522-556,574-586]" + "\n" + "[57-85,96-112,221-238]" + "\n" + "[113-220,328-437,455-521,557-573]") file_path = "./dom.txt" protein_length = 1000 # mask_matrix size mask_matrix = generateMaskBasedOnDom(file_path, protein_length) print("*************Generate Mask Matrix Successful!*************") # 隨機(jī)測(cè)試幾組 print(mask_matrix[7][56]) # 1 print(mask_matrix[7][239]) # 1 print(mask_matrix[8][57]) # 0 print(mask_matrix[57][95]) # 0 print(mask_matrix[113][573]) # 1
到此這篇關(guān)于python實(shí)現(xiàn)mask矩陣示例(根據(jù)列表所給元素)的文章就介紹到這了,更多相關(guān)python實(shí)現(xiàn)mask矩陣 內(nèi)容請(qǐng)搜索腳本之家以前的文章或繼續(xù)瀏覽下面的相關(guān)文章希望大家以后多多支持腳本之家!
相關(guān)文章
Pycharm pyuic5實(shí)現(xiàn)將ui文件轉(zhuǎn)為py文件,讓UI界面成功顯示
這篇文章主要介紹了Pycharm pyuic5實(shí)現(xiàn)將ui文件轉(zhuǎn)為py文件,讓UI界面成功顯示,具有很好的參考價(jià)值,希望對(duì)大家有所幫助。一起跟隨小編過來看看吧2020-04-04python實(shí)現(xiàn)協(xié)程的具體示例
協(xié)程是一種輕量級(jí)的并發(fā)編程技術(shù),它允許程序在某個(gè)點(diǎn)上暫停執(zhí)行,本文主要介紹了python實(shí)現(xiàn)協(xié)程的具體示例,具有一定的參考價(jià)值,感興趣的可以了解一下2024-03-03用python打包exe應(yīng)用程序及PyInstaller安裝方式
PyInstaller 制作出來的執(zhí)行文件并不是跨平臺(tái)的,如果需要為不同平臺(tái)打包,就要在相應(yīng)平臺(tái)上運(yùn)行PyInstaller進(jìn)行打包。今天通過本文給大家介紹用python打包exe應(yīng)用程序及PyInstaller安裝方式,感興趣的朋友一起看看吧2021-12-12Pygame淺析動(dòng)畫精靈和碰撞檢測(cè)實(shí)現(xiàn)方法
這篇文章主要介紹了利用pygame完成動(dòng)畫精靈和碰撞檢測(cè),代碼詳細(xì),內(nèi)容豐富,對(duì)于想要學(xué)習(xí)pygame的朋友來講是一個(gè)不錯(cuò)的練習(xí),需要的朋友可以參考下2023-01-01