> 故不积跬步，无以至千里；不积小流，无以成江海。--《荀子·劝学篇》 ![7d5c3dccjw1f2plgpj7whj20lt0d2aay.jpg][1] #新手入门 [聚宽新手指南](https://www.joinquant.com/post/4589) [十行代码带你量化交易入门](https://www.joinquant.com/post/3616) [多股票策略](https://www.joinquant.com/post/5388) [简单市值轮动策略](https://www.joinquant.com/post/6596) [数据常见疑问汇总][23] [教你如何调试程序（debug）](https://www.joinquant.com/post/3341) [模拟盘替换代码注意事项](https://www.joinquant.com/post/3406) [什么是量化投资](https://www.joinquant.com/post/1025) [什么是量化策略](https://www.joinquant.com/post/1024) [适合小白的入门方式](https://www.joinquant.com/post/707) [使用JoinQuant编写策略](https://www.joinquant.com/post/1023) [关于JoinQuant](https://www.joinquant.com/post/11) [JoinQuant回测引擎](https://www.joinquant.com/api?f=study&m=guide#回测引擎介绍) [JoinQuant订单处理机制](https://www.joinquant.com/api?f=study&m=guide#订单处理) [JoinQuantAPI](https://www.joinquant.com/api?f=study&m=guide) [新超额收益和对称轴](https://www.joinquant.com/post/4005) [动态复权模式](https://www.joinquant.com/post/2447) #编程知识 [Python入门（1）- Python介绍](https://www.joinquant.com/post/1969) [Python入门（2）- 数据类型之列表](https://www.joinquant.com/post/1970) [Python入门（3）- 数据类型之字典](https://www.joinquant.com/post/1971) [Python入门（4）- 数据类型之元组、集合【选修篇】](https://www.joinquant.com/post/1972) [Python入门（5）- 条件与循环：if、while、for](https://www.joinquant.com/post/1973) [Python入门（6）- 函数](https://www.joinquant.com/post/1974) [Python入门（7）- 函数【选修篇】](https://www.joinquant.com/post/1975) [Python提高（1）- 时间](https://www.joinquant.com/post/1976) [Python提高（2）- 函数式编程和列表生成式](https://www.joinquant.com/post/1977) [Python科学计算（1）- Numpy库](https://www.joinquant.com/post/1979) [Python科学计算（2）- pandas库之数据查看、选择](https://www.joinquant.com/post/1980) [Python科学计算（3）- pandas库之数据处理与规整](https://www.joinquant.com/post/1981) #心得技巧 [十行代码带你量化交易入门][15] [你知道吗，你的回测结果可能都是错的][16] [【资料分享】Python、研究报告、计量经济学、投资书籍、R语言等！(Book+Video)][17] [几个投资者经常用到的网站][18] [JoinQuant 心得——股票行情数据][19] [JoinQuant 心得——基本面数据][20] [【答疑】是否开启动态复权(真实价格)模式对模拟交易的影响][22] [计算股息率](https://www.joinquant.com/post/1951) [蚂蚁量化看中国股市][24] [规范你的代码，构建你自己的交易系统][25] [高斯分布下的凯利公式][27] [仓位控制：多标的凯利公式][28] [头寸调整策略 —— 波动性百分比调仓][29] [分析某段代码的执行时间][35] #量化黑科技 [策略常用函数库--JoinQuant-PM ](https://www.joinquant.com/post/4938) [【重磅】教你如何连接“雪球组合”！！！(更新：20160909)][2] [平安证券一键下单教程](https://www.joinquant.com/post/4599) [发布聚宽功能增强器，极大降低你的编码难度！][3] [原生使用 easytrader，以及使用 easytrader 关联 模拟交易 和 雪球组合][4] [【教程】如何在JoinQuant的回测及研究中发送邮件！][5] [指数信息，实时打印或者定时推送到微信](https://www.joinquant.com/post/4449) [微信提醒条目太多难查看？我有HTML邮件][6] [如何在回测及研究中发送邮件](https://www.joinquant.com/post/1435) [研究模块调用回测功能](https://www.joinquant.com/post/2593) [策略调参 并行一次10个回测][7] [一个小工具助你了解策略的交易状况][8] [和行情软件（同花顺、大智慧、通达信等）一致的KDJ和RSI以及MACD算法][9] [多策略组合利器——分仓管控技术【非交易策略】][10] [自动抓取并更新股票黑名单(12-18更新:抓取限售解禁股,增减持股票信息)][11] [面向对象重构策略(一):二八轮动小市值 v2.0.7 策略组合器稚形][12] [【工具】大家好，我是widgets，叫我帅逼就可以了][13] [你的大蟒是不是太慢了？？？][14] [【量化课堂】Statsmodels 统计包之 OLS 回归](https://www.joinquant.com/post/1786) [【教程】send_message用法][30] [【教程】 PrettyTable介绍 - 让你的日志数据更美观][31] [Ta-Lib用法介绍！][32] [talib 的K线模式识别使用 用于识别晨星、乌鸦、三兵、锤线、碑线等等形态][33] [talib的各种MA，以及同花顺通达信等软件的SMA][34] #数理知识 [【量化课堂】凯利公式，你用对了吗？](https://www.joinquant.com/post/1311) [【量化课堂】信息增益入门](https://www.joinquant.com/post/1700) [【量化课堂】朴素贝叶斯入门](https://www.joinquant.com/post/1727) [【量化课堂】协整的直观认识](https://www.joinquant.com/post/1731) [【量化课堂】数学规划简介](https://www.joinquant.com/post/3293) [【量化课堂】无约束的非线性规划问题 -- 线搜索方法](https://www.joinquant.com/post/3361) [【量化课堂】拉格朗日乘子](https://www.joinquant.com/post/3796) [【量化课堂】MPT 模型的解析解（上）](https://www.joinquant.com/post/4596) #统计研究 [JQ小市值指数编制方案--宏观经济占卜师](https://www.joinquant.com/post/5020) [全市场估值-等权PE PB][37] [指数PE统计][38] [ETF量化投资--指数估值计算源代码](https://www.joinquant.com/post/4668) [小市值策略的探索性研究（三）][39] [【量化课堂】指标效果的统计分析：思路之一](https://www.joinquant.com/post/2086) [【量化课堂】因子研究系列之一 -- 估值和资本结构因子](https://www.joinquant.com/post/3709) [【量化课堂】因子研究系列之二 -- 成长因子](https://www.joinquant.com/post/3794) [【量化课堂】因子研究系列之三 -- 技术因子](https://www.joinquant.com/post/3910) [【量化课堂】因子研究系列之四 -- 市值与行业的中性化](https://www.joinquant.com/post/4594) [回测及参数优化][41] [【研究】关于波动率指标SD与ATR的研究（二）][42] [【组合管理】——投资组合理论（有效前沿）][43] [【研究】运用HMM模型的择时策略][44] [指标效果的统计分析：思路之一][45] [自编指数研究上证指数一直涨, 创业板指数一直跌 小市值择时该何去何从?——别担心，自编指数为你指路！][46] [傅里叶变换求功率谱][47] [卡尔曼滤波去流动性误差][48] [因子中性化探讨（以pb_ratio为例）][49] [中性化的研究][50] [因子策略的行业偏离情况探索][51] [一个工具用来检测数据中的波峰以及波谷][52] [大数据系统基础B_因子有效性分析][53] [开盘价低与(股市/基金)下跌的关系统计][56] [预估年股息率 -- 初冰暖阳](https://www.joinquant.com/post/5264) # 机器学习 [机器学习用于选股，对财务数据的特征学习，居然还是小市值NB....][57] [机器学习，海量数据预测股票的未来趋势，+Model的研究][58] [基于SVM的机器学习策略][59] [机器学习之神经网络入门][60] [随机森林入门][61] [SVM原理入门][62] [【量化课堂】强化学习入门](https://www.joinquant.com/post/2663) [【量化课堂】手把手教你如何应用机器学习](https://www.joinquant.com/post/1900) [【机器学习】时间序列波动率估计][63] [深度学习简介][64] [【机器学习】非参数型聚类分析][65] [【机器学习】缠论中的线性回归][66] [【机器学习】上证指数十年走势][67] [【机器学习方法研究】——思路整理、支持向量机][68] [一只兔子帮你理解 kNN][71] [【量化课堂】kd 树算法之思路篇](https://www.joinquant.com/post/2627) [【量化课堂】kd 树算法之详细篇](https://www.joinquant.com/post/2843) [【量化课堂】scikit-learn 之 kNN 分类](https://www.joinquant.com/post/3227) [基于scikit的理念设计的择时寻找最优参数思路1][72] [机器学习预测沪深300近两年516天涨跌准确率稳定在55%以上，值得研究--一心想错](https://www.joinquant.com/post/4915) [零基础小白生撸《机器学习实战》笔记——第3章 决策树(逐行注释代码，持续更新)--一心想错](https://www.joinquant.com/post/5044) [一键即得标准化、规范化、二值化等多种机器学习数据预处理方式 - 我爱长颈鹿咕咕](https://www.joinquant.com/post/6466) #金融&市场 [效用模型](https://www.joinquant.com/post/1772) [风险模型](https://www.joinquant.com/post/1774) [CAPM+APT多因子模型](https://www.joinquant.com/post/1955) [股票手续费，一文全学会！！！](https://www.joinquant.com/post/1986) [MPT 模型](https://www.joinquant.com/post/1991) [CAPM 模型和公式](https://www.joinquant.com/post/2275) [“深综君”和“深成君”的前生今世 （追忆篇）](https://www.joinquant.com/post/2110) [“深综君”和“深成君”的前生今世 （星霜篇）](https://www.joinquant.com/post/2296) [白话分级基金之一——一家“鸡”不说两家话](https://www.joinquant.com/post/2958) [白话分级基金之二——成长的烦恼（上）](https://www.joinquant.com/post/3220) [白话分级基金之二——成长的烦恼（下）](https://www.joinquant.com/post/3636) [白话分级基金之三——让小A飞](https://www.joinquant.com/post/3737) [白话分级基金之四 ——进击的小B](https://www.joinquant.com/post/3840) [白话分级基金之五——攻克套利](https://www.joinquant.com/post/3857) #经典策略 [【量化课堂】CAPM模型应用策略](https://www.joinquant.com/post/1920) [【量化课堂】彼得·林奇的成功投资](https://www.joinquant.com/post/1957) [彼得林奇修正 PEG][75] [【量化课堂】PEG 动态选股策略](https://www.joinquant.com/post/5395) [【量化课堂】羊驼交易系统](https://www.joinquant.com/post/3423) [神奇的鳄鱼法则交易系统——避开盘整，抢占趋势先机][76] [【回测来啦】——鳄鱼法则交易系统，15年至今114%][77] [【量化课堂】海龟策略](https://www.joinquant.com/post/1401) [【网格交易策略-年化30%+】-网格大法好，熊市不用跑~][79] [【量化课堂】动量策略入门](https://www.joinquant.com/post/1697) [Ichimoku Kinko 的云图指标策略的回测结果][113] [【经典策略系列】之 Dual Thrust交易策略][114] [费雪转换策略研究][115] [基于阻力的市场投资策略 -- 国泰君安量化报告的代码实现][116] [【量化课堂】Foster Friess 积极成长策略](https://www.joinquant.com/post/3568) [华泰价值选股之FFScore模型--小兵哥](https://www.joinquant.com/post/4872) [价值投资 -- 三一投资管理公司价值选股法][100] [TMOM趋势策略][106] [带收益预测的Markowitz动态平衡策略][105] [【量化课堂】基于修正TD指标的指数择时策略](https://www.joinquant.com/post/3996) [【羊群效应系列】--寻找行业轮动中的龙头股][80] [【羊群效应系列】--识别股市中的羊群效应][81] #统计类策略 [【量化课堂】均值回归入门](https://www.joinquant.com/post/1608) [【量化课堂】均值回归进阶策略](https://www.joinquant.com/post/1899) [【钟摆系列3】——单股票价值中枢动态调仓][107] [OLS回归的量化之旅 -- sly](https://www.joinquant.com/post/5535) [OLS回归的量化之旅Chapter 2 -- sly](https://www.joinquant.com/post/5935) [【量化课堂】基于协整的搬砖策略](https://www.joinquant.com/post/1810) [【量化课堂】Hurst指数与应用（单股票）](https://www.joinquant.com/post/1958) [仓位控制：风险价值法（VaR）（算法有变更）][89] [一致性风险度量（桥水全天候为例）][91] #基本面策略 [从标普红利机会指数学到的 —— 限制行业比重上限，很好很强大--小兵哥 ](https://www.joinquant.com/post/4898) [价值投资--低估价值选股策略][90] [质量因子选股策略 - 我爱长颈鹿咕咕 ](https://www.joinquant.com/post/6228) [【苍老师推荐】价值投资 -- 成长股内在价值投资][97] [市销率与毛利率策略，简单实用 -- foolmouse ](https://www.joinquant.com/post/5211) [【量化课堂】高息股策略](https://www.joinquant.com/post/2044) [三高五低，一种基本面选股思路的验证][99] [巴菲特说毛利率就是护城河 - 囚徒](https://www.joinquant.com/post/6290) [【量化选股专题】在稳定增长中寻找超额收益][95] [白马股筛选策略 - sly](https://www.joinquant.com/post/6118) [ST摘帽行情研究 -- bucherren](https://www.joinquant.com/post/5112) [基于财报公布日期的策略 -- 我爱长颈鹿咕咕](https://www.joinquant.com/post/5843) [基于借壳公告的驱动的买入策略 - 长街千堆雪 ](https://www.joinquant.com/post/6235) [行业上下游预测策略的多行业实现+止损 - 长街千堆雪](https://www.joinquant.com/post/6163) [电影好看 影视类股票收益率同样精彩！ - Quant中找米吃的阿鼠](https://www.joinquant.com/post/6582) [银行轮动（中、农、工、商）无止损，年化77%][83] [【量化课堂】雪球云蒙银行股搬砖](https://www.joinquant.com/post/1402) #均线类策略 [【量化课堂】双均线策略](https://www.joinquant.com/post/1398) [关于MA均线回归的研究结论（终）][104] [【简单的多均线择时策略】那个天台排队的孩子，我给你讲个故事][92] [基于凸组合优化的均线交叉策略][98] [【量化课堂】多头趋势回踩策略](https://www.joinquant.com/post/1901) #多因子策略 [【量化课堂】多因子策略入门](https://www.joinquant.com/post/1399) [【量化课堂】多因子策略-APT模型](https://www.joinquant.com/post/1474) [【量化课堂】Fama-French三因子火锅](https://www.joinquant.com/post/1668) [【量化课堂】Fama-French五因子模型](https://www.joinquant.com/post/1690) [双因子加指标模型][101] [动态因子策略探讨 - 止一之路](https://www.joinquant.com/post/6349) [605更新：11年 100倍以上的多因子策略-四因子选股策略研究（2）][123] [【研究】量化选股——多因子模型][124] [多因子模型+资产组合优化][125] [这位骚年，看你骨骼惊奇，跟我一起挖掘多因子策略吧!][126] [11年36倍收益的四因子选股策略研究（1）][128] [【量化课堂】多因子换档反转策略](https://www.joinquant.com/post/6113) [多因子rank小市值 年化80.3% - ipqhjjybj](https://www.joinquant.com/post/6124) [面向对象策略框架升级版: 多因子选股+多因子权重排序示例策略。 - 晚起的小虫](https://www.joinquant.com/post/6406) #小市值&二八轮动 [二八轮动小市值优化版 v2.0.7 更新于2016.11.16][129] [二八轮动小市值策略改进版07年至16年4000多倍][130] [小市值策略，剔除了停牌，st，*st，加了简单的止损【收益340000%】][131] [基于Morningstar'二八轮动小市值优化版 v2.0.7' 代码模块化版本][132] [二八轮动+小市值，修改了个bug，直接实盘去][133] [小市值二八轮动，计算股数买卖、增加过滤退市、轮动开关][134] [基于上证指数macd择时的小市值（20161222更新：指数跌幅超过4%且破ma60就空仓休息）][135] [【量化课堂】斗牛蛋卷二八轮动原版策略实现](https://www.joinquant.com/post/1923) [蛋卷斗牛二八轮动系统][137] [蛋卷二八轮动择时＋小市值择股][138] [二八轮动2.0][139] [次新小盘策略，2014以来20倍，年化200%][109] [蛋卷斗牛二八轮动][140] [改进版二八轮动策略][141] [主力脉冲 + 模块化小市值策略编辑器](https://www.joinquant.com/post/4625) [整合了 VaR 仓位控制的小市值策略 -- jdd108](https://www.joinquant.com/post/6016) [通过回测“二八轮动小市值优化版 v2.0.7 ”，对小市值股票的一些疑问 -- barrytan](https://www.joinquant.com/post/5661) [小市值策略，也许，还能用……？ - 止一之路 ](https://www.joinquant.com/post/6363) #期货类策略 [小市值20只组合不择时不止损IC对冲——股指期货对冲研究成果应用][142] [“【量化课堂】股指期货对冲策略”之学习笔记](https://www.joinquant.com/post/4441) [多空对冲策略，大盘风险为 0][144] [银行股搬砖轮动+300指数对冲策略][145] [金融期货策略研究框架介绍及Demo演示][146] [【量化课堂】股指期货跨期套利策略](https://www.joinquant.com/post/4296) [【量化课堂】股指期货对冲策略](https://www.joinquant.com/post/3793) #基金类策略 [原来B基还可以这么玩，终于可以躺着数钱。][147] [分级A轮动策略][148] [RSI衍生指标择时，轮动A股ETF][149] [关于ETF品种轮动的研究（四）][150] [基于价值投资原理的ETF投资策略详解][151] [基金智能定投法： 均线偏离法——遗传算法寻优][152] [达康书记带你用ETF判断行业轮动 - Quant中找米吃的阿鼠 ](https://www.joinquant.com/post/6236) #其它类策略 [脉冲法抓庄股1.0版本][111] [【淡手辑略】低开买（跌停不买），高开卖（涨停不卖）——Total Returns 73984.45%][94] [《高开低开》屌丝版 -- w11](https://www.joinquant.com/post/5660) [再论高开卖、低开买 -- jqz1226](https://www.joinquant.com/post/5560) [【缠论】日线分笔&画图显示--李二少](https://www.joinquant.com/post/4793) [【量化缠论】之分型、笔、线段识别][88] [牛熊分界+取强舍弱+均线动量指标择时选股策略][85] [《MACD背离》技术研究][86] [【滚动复利策略】的量化实现-改进v1.0][87] [股灾是系统的试金石 -- 11年400倍][93] [一日游短线策略][103] [总有一些策略，让你觉得日了狗][110] [一个没劲的波动策略][112] [融资功能初体验~ -- 北极圈](https://www.joinquant.com/post/5665) #更多内容推荐按月查看（2016年10月开始 ） [2016年10月帖子精选][117] [2016年11月帖子精选][118] [2016年12月帖子精选][119] [2017年1月帖子精选](https://www.joinquant.com/post/4735) [2017年2月帖子精选](https://www.joinquant.com/post/5081) [2017年3月帖子精选](https://www.joinquant.com/post/6073) [2017年4月帖子精选](https://www.joinquant.com/post/6604) [2017年5月帖子精选](https://www.joinquant.com/post/7201) [2017年6月帖子精选](https://www.joinquant.com/post/7718) [2017年7月帖子精选](https://www.joinquant.com/post/8100) [2017年8月-12月帖子精选](https://www.joinquant.com/post/10732) [2018年1月-4月帖子精选](https://www.joinquant.com/post/12884) \>>[策略擂台][121] [1]: https://image.joinquant.com/752f88746bc1db2f66537cb59a019abf [2]: https://www.joinquant.com/post/1662?f=2016newyearsum [3]: https://www.joinquant.com/post/1171?f=2016newyearsum [4]: https://www.joinquant.com/post/3762?f=2016newyearsum [5]: https://www.joinquant.com/post/1435?f=2016newyearsum [6]: https://www.joinquant.com/post/2226?f=2016newyearsum [7]: 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