Origin Quantum is pleased to support the open source community by making pyqpanda-algorithm available.
Copyright (c) 2026 Origin Quantum. All rights reserved.
This source code is licensed under the Apache License Version 2.0

QPanda3Kuang Jia Gao Kai Fa Xiao Lu Gao Ke Kao He Wen Ding Xing Gao Xing Neng
Ji He Liao Zai Liang Zi Suan Fa Zhong Chang Yong De Ji Ben Liang Zi Suan Fa He Han Shu

pyqpanda-algorithm Shi You Ben Yuan Liang Zi (Origin Quantum)Kai Fa De Liang Zi Suan Fa Ruan Jian Bao ,Zhi Zai Wei Liang Zi Ji Suan Kai Fa Zhe Ti Gong Yi Tao Biao Zhun Hua , Mo Kuai Hua , Gao Xing Neng De Ji Chu Suan Fa Ku . Gai Ku Ji Cheng Liao Duo Chong Zai Jin Rong , Ji Qi Xue Xi , Zu He You Hua , Ke Xue Ji Suan Deng Ling Yu Yan Fan Ying Yong De Liang Zi Suan Fa ,Bang Zhu Yong Hu Kuai Su Shi Xian Cong Li Lun Dao Dai Ma De Zhuan Hua ,Ti Sheng Kai Fa Xiao Lu Bing Que Bao Suan Fa Zai Bu Tong Liang Zi Ping Tai Shang De Ke Yi Zhi Xing .

Ruan Jian Bao Guan Wang : [https://qcloud.originqc.com.cn/zh/programming/pyqpanda-algorithm]

1. Mo Kuai Hua Yu Gao Fu Yong Xing Suo You Suan Fa Yi Du Li Mo Kuai Xing Shi Zu Zhi ,Bian Yu Kai Fa Zhe An Xu Diao Yong . Li Ru ,QAOA, Grover, QSVM Deng Suan Fa Jun Ke Du Li Dao Ru Yu Shi Yong ,Zhi Chi Zai Bu Tong Xiang Mu Zhong Zhong Fu Li Yong .
2. Gao Xing Neng Shi Xian Yu Ming Te Ding Suan Fa Jing Guo Suan Fa You Hua Yu Gong Cheng Jia Su ,Jie He QPanda3 De Di Ceng You Hua (Ru OriginBIS Zhi Ling Ji , Ying Jian Gan Zhi Bian Yi ),Xian Zhu Ti Sheng Zai Mo Ni Qi Yu Zhen Shi Liang Zi Ying Jian Shang De Zhi Xing Xiao Lu .
3. Kua Ping Tai Jian Rong Xing Yu QPanda3 Kuang Jia Shen Du Ji Cheng ,Zhi Chi Zai CPU Mo Ni Qi , Liang Zi Yun Fu Wu (Ru Ben Yuan Wu Kong )Ji Zhen Shi Liang Zi Chu Li Qi Shang Yun Xing ,Shi Xian "Yi Ci Bian Xie ,Duo Duan Bu Shu ".
4. Wan Shan De Wen Dang Yu Shi Li Ti Gong Xiang Jin De API Wen Dang , Shi Yong Shi Li Yu Zhu Shi Dai Ma ,Jiang Di Xue Xi Men Jian ,Te Bie Gua He Chu Xue Zhe Yu Yan Jiu Zhe Kuai Su Shang Shou Ji Qi Xue Xi Yu Zu He You Hua Ren Wu .
5. Sheng Tai Zheng He Xing Qiang Yu Ben Yuan Liang Zi De Qi Ta Gong Ju Lian (Ru VQNet, Ben Yuan Wu Kong , Ben Yuan Liang Yu )Wu Feng Dui Jie ,Zhi Chi Cong Suan Fa She Ji Dao Shi Ji Yun Xing De Wan Zheng Gong Zuo Liu .

Gua Yong Yu Zu He You Hua , Da Gui Mo Sou Suo Wen Ti ,Zai Lu Jing Gui Hua , Zi Yuan Diao Du , Tou Zi Zu He You Hua Deng Ling Yu You Yan Fan Ying Yong .

• QUBO(Wu Yue Shu Er Jin Zhi You Hua )
  Jiang Zu He You Hua Wen Ti Zhuan Hua Wei Er Ci Wu Yue Shu Er Yuan You Hua Wen Ti ,Shi Liang Zi Tui Huo He Bian Fen Liang Zi Suan Fa De Tong Yong Jian Mo Xing Shi .

• QAOA(Liang Zi Jin Si You Hua Suan Fa )
  Hun He Liang Zi -Jing Dian Bian Fen Suan Fa ,Tong Guo You Hua Can Shu Hua Liang Zi Xian Lu (Ansatz)Lai Jin Si Qiu Jie QUBO Wen Ti ,Gua Yong Yu Zui Da Ge , Zui Da Man Zu Deng Wen Ti .

• Grover Sou Suo Suan Fa
  Zai Wu Jie Gou Shu Ju Ku Zhong Shi Xian Mu Biao Xiang De Er Ci Jia Su Sou Suo . Tong Guo Zhen Fu Fang Da Ji Zhu ,Jiang Sou Suo Fu Za Du Cong $O(N)$ Jiang Di Zhi $O(\sqrt{N})$.

Jiang Liang Zi Ji Suan Neng Li Yin Ru Jing Dian Ji Qi Xue Xi Liu Cheng ,Ti Sheng Fen Lei , Ju Lei , Hui Gui Deng Ren Wu De Xiao Lu Yu Jing Du .

• QSVM(Liang Zi Zhi Chi Xiang Liang Ji )
  Ji Yu Liang Zi He Han Shu De Fen Lei Mo Xing ,Ke Zai Gao Wei Kong Jian Zhong Shi Xian Geng You De Fen Lei Bian Jie .

• QSVR(Liang Zi Zhi Chi Xiang Liang Hui Gui )
  Yong Yu Ni He Lian Xu Bian Liang De Hui Gui Mo Xing ,Gua Yong Yu Shi Jian Xu Lie Yu Ce Deng Ren Wu .

• QKMeans(Liang Zi K-Jun Zhi Ju Lei )
  Li Yong Liang Zi Jia Su Shi Xian Da Gui Mo Shu Ju Ju Lei ,Gua Yong Yu Gao Wei Shu Ju Ju Lei Chang Jing .

• QPCA(Liang Zi Zhu Cheng Fen Fen Xi )
  Tong Guo Liang Zi Xian Lu Ti Qu Shu Ju Zhu Cheng Fen ,Shi Xian Jiang Wei Jia Su .

• QMRMR(Liang Zi Zui Xiao Rong Yu Zui Da Xiang Guan )
  Shi Xian Gao Xiao Te Zheng Xuan Ze ,Jian Shao Rong Yu Te Zheng Ying Xiang .

• QARM(Liang Zi Guan Lian Gui Ze Wa Jue )
  Kuai Su Wa Jue Pin Fan Xiang Ji Yu Guan Lian Gui Ze ,Gua Yong Yu Shi Chang Lan Zi Fen Xi Deng Ren Wu .

Yong Yu Qiu Jie Wu Li Jian Mo , Gong Cheng Fang Zhen Zhong De Ben Zheng Zhi , Xian Xing Fang Cheng Zu , Ju Zhen Fen Jie Deng Guan Jian Wen Ti .

• QSVD(Liang Zi Bian Fen Qi Yi Zhi Fen Jie )
  Zai Bian Fen Kuang Jia Xia Ti Qu Ju Zhen De Qi Yi Zhi Yu Qi Yi Xiang Liang ,Yong Yu Jiang Wei Yu Tui Jian Xi Tong .

Ti Gong Liang Zi Zhen Fu Gu Ji Suan Fa , Bi Jiao Qi , Xi Shu Bian Ma Deng Di Ceng Gong Ju .

• QAE(Liang Zi Zhen Fu Gu Ji Suan Fa )
  Jing Que Gu Suan Mu Biao Tai De Zhen Fu Huo Ce Liang Gai Lu ,Ju Bei Er Ci Jia Su You Shi ,Chang Yong Yu Jin Rong Yan Sheng Pin Ding Jie , Feng Xian Ping Gu Deng .

• Comparator(Liang Zi Bi Jiao Qi )
  Shi Xian Shu Zhi Da Xiao Bi Jiao Huo Yu Zhi Pan Ding ,Zhi Chi Gou Jian Liang Zi Jue Ce Luo Ji .

• SparseAmp(Xi Shu Fu Du Bian Ma )
  Gao Xiao Jiang Xi Shu Xiang Liang Bian Ma Wei Liang Zi Tai ,Jian Shao Liang Zi Zi Yuan Xiao Hao ,Gua Yong Yu Shu Ju Yu Chu Li .

pyqpanda_algShi Ji Yu pyqpanda3De Suan Fa Kuo Zhan Mo Kuai . Ta De An Zhuang He Shi Yong Xu Yao Yi Lai pyqpanda3. pyqpanda3De Jie Kou Yong Fa Qing Can Kao pyqpanda3.

Ru Guo Yi Jing An Zhuang Liao pythonHuan Jing He pipGong Ju ,Zai Zhong Duan Huo Kong Zhi Tai Zhong Shu Ru Ru Xia Ming Ling :pip install pyqpanda_alg

Ru Guo Ni Zai linuxXia Yu Dao Quan Xian Wen Ti ,Ni Xu Yao Tian Jia sudo(superuser do).

pyqpanda_algCai Yong PythonZuo Wei Zhu Yao Yu Yan ,Dui Xi Tong De Huan Jing Yao Qiu Ru Xia :

Ben Xiang Mu Cai Yong [Wen Ding Fen Zhi + Kai Fa Fen Zhi ] De Xie Zuo Mo Shi ,Bu Tong Fen Zhi Cheng Dan Bu Tong Zhi Ze ,Fang Bian Ni Gen Ju Xu Qiu Xuan Ze Dui Ying Fen Zhi Cao Zuo :

• He Xin Ding Wei :main Fen Zhi Shi Xiang Mu De Wen Ding Fa Bu Fen Zhi ,Cun Fang De Shi Jing Guo Chong Fen Ce Shi , Ke Zhi Jie Shi Yong De Kai Yuan Liang Zi Suan Fa Dai Ma .
• Shi Yong Chang Jing :Ru Guo Ni Xiang Yan Jiu , Xue Xi Liang Zi Suan Fa De He Xin Shi Xian ,Huo Zhi Jie Ji Yu Cheng Shou Dai Ma Jin Xing Er Ci Kai Fa ,Ke Zhi Jie La Qu /Shi Yong main Fen Zhi De Nei Rong .
• Zhong Yao Shuo Ming :main Fen Zhi Bu Jie Shou Ren He Zhi Jie Ti Jiao Huo Pull Request(PR),Que Bao He Xin Dai Ma Shi Zhong Wen Ding , Wu Yi Zhi Wen Ti .

• He Xin Ding Wei :develop Fen Zhi Shi Xiang Mu De Xie Zuo Kai Fa Fen Zhi ,Yong Yu Zheng He She Qu Gong Xian , Die Dai Xin Gong Neng , Xiu Fu Wen Ti .
• Ti Jiao Chang Jing :Ru Guo Ni Xiang Can Yu Xiang Mu Gong Xian ,Bao Gua Dan Bu Xian Yu :Ti Jiao Bug Xiu Fu Dai Ma , Wan Shan Xiang Mu Wen Dang , Bu Chong Liang Zi Suan Fa De Shi Li Dai Ma , Ti Chu /Shi Xian Xin De Gong Neng Jian Yi , You Hua Xian You Suan Fa De Xing Neng Huo Ke Du Xing ,Qing Jiang Suo You Pull Request(PR)Tong Yi Ti Jiao Zhi develop Fen Zhi .
• Xie Zuo Shuo Ming :Wo Men Hui Ding Qi Shen He develop Fen Zhi De Gong Xian Nei Rong ,Jing Ce Shi Yan Zheng Hou He Bing Zhi main Fen Zhi ,Rang You Zhi Gong Xian Tong Bu Dao Wen Ding Ban Ben Zhong .

Gan Xie Ni De Li Jie Yu Pei He !

Shi Yong Apache License 2.0,Dui Gong Si , Tuan Dui , Ge Ren Deng Shang Yong , Fei Shang Yong Du Zi You Mian Fei Qie Fei Chang You Hao ,Qing Fang Xin Shi Yong He Deng Ji .

Gan Xie Suo You Gong Xian Zhe , Ce Shi Zhe Yu She Qu Zhi Chi Zhe . Te Bie Ming Xie Ben Yuan Liang Zi Yan Jiu Yuan Zai Suan Fa She Ji Yu Xing Neng You Hua Fang Mian De Ji Zhu Zhi Chi .

• Guan Fang You Xiang :qcloud@originqc.com

• Shou Qian Zi Xun Lian Jie :https://contact.originqc.com.cn/

• Guan Fang Wei Xin :Sou Suo "Ben Yuan Liang Zi Yun She Qu ",Guan Zhu Kai Yuan Xiang Mu Dong Tai

• Guan Fang Xiao Zhu Shou :Ke Sao Miao Xia Fang Er Wei Ma ,Tian Jia Guan Fang Xiao Zhu Shou ,Huo Qu Geng Duo Zhi Chi