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近段时间以来，网络借贷信息中介平台(P2P网贷)风险事件频发，引发人们普遍关注。投资人既想保护自己钱袋子的安全，又想让自己的投资获得收益，那就不得不练就一双火眼金睛，在浩瀚的投资市场中寻求机遇。
安凯国际 (AKFX MT4)在此大背景下强势而来!它的到来必将给投资市场打入一针强心剂，让广大投资者们重新振奋起来。AKFX(安凯国际)作为一家极具专业性和规模性的国际交易商，其客户来自全球各地，包括资产管理人、对冲基金、高频自动化交易公司、白标经纪商、个人投资者等。它专注于为各类机构客户提供便捷、快速、流动性高的交易平台，并结合当前最新的国际交易技术与理念，整合多家银行和流动性提供商，为客户带来绝佳的交易速度和超低的STP市场点差。现已成为全球资本市场投资者的首选合作伙伴。
AKFX(安凯国际)的服务宗旨包括：一是维持其在保证金交易市场业界领袖的地位，二是通过财经产品的创新，持续扩大其交易场所范围，三是为客户提供可持续增值的服务，四是为所有的客户提供一个无以伦比的交易体验。
AKFX(安凯国际)可以为您提供全球主流交易所的产品，它的经营种类包括：金属、指数、能源。
其中，金属作为一种较长期的投资产品，交易并持有实物贵金属近几年在个人投资者中十分流行。而对于较短期的投资而言，相关衍生品交易以及交易所合约交易则是一种更简单地、门槛更低的交易方式，让你能够以更低的资金投入把握价格波动中的机会。在安凯国际 (AKFX)的平台上进行金属交易具备四大优势：一是平台拥有最受欢迎的避险品种，二是杠杆高达100倍，三是低点差、低手续费，四是MT4平台均可交易。
指数，作为一种以证券市场的指数，如标普指数、恒生指数为行权品种的期货合约。交易时合约双方同意承担股票价格波动所引发的涨跌，把股票指数按点位换算成现金单位，以交易单位乘以股价指数计算出合约的标准价值。股票指数期货的最大特点为同时具备期货和股票的特色。在安凯国际(AKFX)的平台上进行指数交易同样具备四大优势：一是能为投资者提供全球20个主要股指，二是百余家欧美知名上市公司股票皆能进行实时跟踪，三是具备高于传统股市的杠杆，四是低点差、低手续费、印花税。
而在能源交易中，原油被称为黑色金子，原油差价合约是以远期石油价格为指标的商品期货。原油合约被视为最重要的石油合约种类，既可抵御通胀，也可投资增值;投资者可以随时查看市场报价，交易价格公开、透明。您可以23小时双向交易原油，既可买涨，也可买跌，价格升跌皆有获利机会;而且，可即日买卖，无涨跌幅限制，极具灵活性。同样，在安凯国际(AKFX)的平台上进行能源交易，一样可以享受到23小时双向交易原油、最小交易手数0.1、最高杠杆可达100倍、低点差低手续费等四大优势。
AKFX(安凯国际)主要通过STP直通式处理系统进行交易。直通式处理系统 (straight through processing system – STP)，通过让客户的下单发送到银行，按银行的价位接近客户的价格进行即时交易。交易量偏高期间(特别是数据行情导致报价波动剧烈的情况下)可能出现单子悬空，表示单子已经执行但仍然留在挂单窗口等待银行成交系统撮合成交。交易频繁期间，可能出现多项下单需要等待处理。STP模式最大的优点就是市场真实成交，在外汇STP模式下，交易商不会干预投资人的交易，投资人可以自由的进行交易，不会受到任何的限制，此种模式下，市场是领导者，报价全部来自于国际外汇市场，能够保证客户参与外汇交易的公平性。
看到这里，相信您已经跃跃欲试，加入安凯国际(AKFX MT4)绝对是您增加财富的绝佳选择。想要知道更多关于安凯国际(AKFX MT4)的产品信息，请快快点击安凯国际(AKFX MT4)的官网，您肯定会有意外收获的哦!近段时间以来，网络借贷信息中介平台(P2P网贷)风险事件频发，引发人们普遍关注。投资人既想保护自己钱袋子的安全，又想让自己的投资获得收益，那就不得不练就一双火眼金睛，在浩瀚的投资市场中寻求机遇。安凯国际 (AKFX MT4)在此大背景下强势而来!它的到来必将给投资市场打入一针强心剂，让广大投资者们重新振奋起来。AKFX(安凯国际)作为一家极具专业性和规模性的国际交易商，其客户来自全球各地，包括资产管理人、对冲基金、高频自动化交易公司、白标经纪商、个人投资者等。它专注于为各类机构客户提供便捷、快速、流动性高的交易平台，并结合当前最新的国际交易技术与理念，整合多家银行和流动性提供商，为客户带来绝佳的交易速度和超低的STP市场点差。现已成为全球资本市场投资者的首选合作伙伴。AKFX(安凯国际)的服务宗旨包括：一是维持其在保证金交易市场业界领袖的地位，二是通过财经产品的创新，持续扩大其交易场所范围，三是为客户提供可持续增值的服务，四是为所有的客户提供一个无以伦比的交易体验。AKFX(安凯国际)可以为您提供全球主流交易所的产品，它的经营种类包括：金属、指数、能源。其中，金属作为一种较长期的投资产品，交易并持有实物贵金属近几年在个人投资者中十分流行。而对于较短期的投资而言，相关衍生品交易以及交易所合约交易则是一种更简单地、门槛更低的交易方式，让你能够以更低的资金投入把握价格波动中的机会。在安凯国际 (AKFX)的平台上进行金属交易具备四大优势：一是平台拥有最受欢迎的避险品种，二是杠杆高达100倍，三是低点差、低手续费，四是MT4平台均可交易。指数，作为一种以证券市场的指数，如标普指数、恒生指数为行权品种的期货合约。交易时合约双方同意承担股票价格波动所引发的涨跌，把股票指数按点位换算成现金单位，以交易单位乘以股价指数计算出合约的标准价值。股票指数期货的最大特点为同时具备期货和股票的特色。在安凯国际(AKFX)的平台上进行指数交易同样具备四大优势：一是能为投资者提供全球20个主要股指，二是百余家欧美知名上市公司股票皆能进行实时跟踪，三是具备高于传统股市的杠杆，四是低点差、低手续费、印花税。而在能源交易中，原油被称为黑色金子，原油差价合约是以远期石油价格为指标的商品期货。原油合约被视为最重要的石油合约种类，既可抵御通胀，也可投资增值;投资者可以随时查看市场报价，交易价格公开、透明。您可以23小时双向交易原油，既可买涨，也可买跌，价格升跌皆有获利机会;而且，可即日买卖，无涨跌幅限制，极具灵活性。同样，在安凯国际(AKFX)的平台上进行能源交易，一样可以享受到23小时双向交易原油、最小交易手数0.1、最高杠杆可达100倍、低点差低手续费等四大优势。AKFX(安凯国际)主要通过STP直通式处理系统进行交易。直通式处理系统 (straight through processing system - STP)，通过让客户的下单发送到银行，按银行的价位接近客户的价格进行即时交易。交易量偏高期间(特别是数据行情导致报价波动剧烈的情况下)可能出现单子悬空，表示单子已经执行但仍然留在挂单窗口等待银行成交系统撮合成交。交易频繁期间，可能出现多项下单需要等待处理。STP模式最大的优点就是市场真实成交，在外汇STP模式下，交易商不会干预投资人的交易，投资人可以自由的进行交易，不会受到任何的限制，此种模式下，市场是领导者，报价全部来自于国际外汇市场，能够保证客户参与外汇交易的公平性。看到这里，相信您已经跃跃欲试，加入安凯国际(AKFX MT4)绝对是您增加财富的绝佳选择。想要知道更多关于安凯国际(AKFX MT4)的产品信息，请快快点击安凯国际(AKFX MT4)的官网，您肯定会有意外收获的哦!
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近段时间以来，网络借贷信息中介平台（P2P网贷）风险事件频发，引发人们普遍关注。投资人既想保护自己钱袋子的安全，又想让自己的投资获得收益，那就不得不练就一双火眼金睛，在浩瀚的投资市场中寻求机遇。
安凯国际(AKFX MT4）在此大背景下强势而来！它的到来必将给投资市场打入一针强心剂，让广大投资者们重新振奋起来。AKFX(安凯国际）作为一家极具专业性和规模性的国际交易商，其客户来自全球各地，包括资产管理人、对冲基金、高频自动化交易公司、白标经纪商、个人投资者等。它专注于为各类机构客户提供便捷、快速、流动性高的交易平台，并结合当前最新的国际交易技术与理念，整合多家银行和流动性提供商，为客户带来绝佳的交易速度和超低的STP市场点差。现已成为全球资本市场投资者的首选合作伙伴。
AKFX(安凯国际）的服务宗旨包括：一是维持其在保证金交易市场业界领袖的地位，二是通过财经产品的创新，持续扩大其交易场所范围，三是为客户提供可持续增值的服务，四是为所有的客户提供一个无以伦比的交易体验。
AKFX(安凯国际）可以为您提供全球主流交易所的产品，它的经营种类包括：金属、指数、能源。
其中，金属作为一种较长期的投资产品，交易并持有实物贵金属近几年在个人投资者中十分流行。而对于较短期的投资而言，相关衍生品交易以及交易所合约交易则是一种更简单地、门槛更低的交易方式，让你能够以更低的资金投入把握价格波动中的机会。在安凯国际(AKFX）的平台上进行金属交易具备四大优势：一是平台拥有最受欢迎的避险品种，二是杠杆高达100倍，三是低点差、低手续费，四是MT4平台均可交易。
指数，作为一种以证券市场的指数，如标普指数、恒生指数为行权品种的期货合约。交易时合约双方同意承担股票价格波动所引发的涨跌，把股票指数按点位换算成现金单位，以交易单位乘以股价指数计算出合约的标准价值。股票指数期货的最大特点为同时具备期货和股票的特色。在安凯国际(AKFX）的平台上进行指数交易同样具备四大优势：一是能为投资者提供全球20个主要股指，二是百余家欧美知名上市公司股票皆能进行实时跟踪，三是具备高于传统股市的杠杆，四是低点差、低手续费、印花税。
而在能源交易中，原油被称为黑色金子，原油差价合约是以远期石油价格为指标的商品期货。原油合约被视为最重要的石油合约种类，既可抵御通胀，也可投资增值；投资者可以随时查看市场报价，交易价格公开、透明。您可以23小时双向交易原油，既可买涨，也可买跌，价格升跌皆有获利机会；而且，可即日买卖，无涨跌幅限制，极具灵活性。同样，在安凯国际(AKFX）的平台上进行能源交易，一样可以享受到23小时双向交易原油、最小交易手数0.1、最高杠杆可达100倍、低点差低手续费等四大优势。
AKFX(安凯国际）主要通过STP直通式处理系统进行交易。直通式处理系统(straight through processing system - STP)，通过让客户的下单发送到银行，按银行的价位接近客户的价格进行即时交易。交易量偏高期间（特别是数据行情导致报价波动剧烈的情况下）可能出现单子悬空，表示单子已经执行但仍然留在挂单窗口等待银行成交系统撮合成交。交易频繁期间，可能出现多项下单需要等待处理。STP模式最大的优点就是市场真实成交，在外汇STP模式下，交易商不会干预投资人的交易，投资人可以自由的进行交易，不会受到任何的限制，此种模式下，市场是领导者，报价全部来自于国际外汇市场，能够保证客户参与外汇交易的公平性。
看到这里，相信您已经跃跃欲试，加入安凯国际（AKFX MT4）绝对是您增加财富的绝佳选择。想要知道更多关于安凯国际（AKFX MT4）的产品信息，请快快点击安凯国际（AKFX MT4）的官网，您肯定会有意外收获的哦！
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&a href=&https://link.zhihu.com/?target=http%3A//sj.qq.com/myapp/detail.htm%3FapkName%3Dcom.pythonpai.www.pythonpai& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://&/span&&span class=&visible&&sj.qq.com/myapp/detail.&/span&&span class=&invisible&&htm?apkName=com.pythonpai.www.pythonpai&/span&&span class=&ellipsis&&&/span&&/a&&/p&&p&&br&&/p&&p&&br&期货跟单软件（多账户跟多账户任意组合，可起到资管效果）&/p&&p&尤其适合主观 交易团队操作多个交易账户，并可以组合减低风险，平滑资金曲线&/p&&p&&br&&/p&&a href=&https://link.zhihu.com/?target=http%3A//s.pythonpai.com& data-draft-node=&block& data-draft-type=&link-card& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://&/span&&span class=&visible&&s.pythonpai.com&/span&&span class=&invisible&&&/span&&/a&&p&国外量化平台：&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.quantopian.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantopian&/a& 研究、回测、算法众包平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.quantconnect.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&QuantConnect&/a& 研究、回测和投资交易&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.quantstart.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantstart&/a& 研究、回测和投资交易、数据科学网站&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//alphasecurecapital.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&ASC&/a& 研究、交易平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//japan.zulutrade.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&zulutrade&/a& 自动交易平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.quantpedia.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&quantpedia&/a& 研究、策略平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//algotrading101.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&algotrading101&/a& 策略研究平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.investopedia.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&investopedia&/a& 可以股票、外汇模拟交易的财经网站&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.amibroker.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Amibroker&/a& 提供系统交易工具的一家公司&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.algotrades.net/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&AlgoTrades&/a& 股票、ETF、期货自动交易系统&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//numer.ai/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Numerai&/a& 数据工程师众包的一家对冲基金&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.wealthfront.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&WealthFront&/a& 财富管理平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.betterment.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Betterment&/a& 个人投资平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.tradelinkllc.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&TradeLink&/a& 量化交易平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/activequant& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&ActiveQuant&/a& 基于JavaScript开源交易开发框架&/li&&/ul&&p&相关平台：&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.myquant.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&掘金量化&/a& - 支持C/C++、C#、MATLAB、Python和R的量化交易平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.digquant.com.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&DigQuant&/a& - 提供基于matlab量化工具&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.smartquant.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&SmartQuant&/a& - 策略交易平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/QuantBox/OpenQuant-Esunny& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&OpenQuant&/a& - 基于C#的开源量化回测平台&br&&/li&&/ul&&p&基于图表的量化交易平台&/p&&ul&&li&文华赢智 、TB、金字塔、MultiCharts 中国版 - 程序化交易软件、MT4、TradeStation&br&&/li&&li&Auto-Trader - 基于MATLAB的量化交易平台&br&&/li&&li&BotVS - 首家支持传统期货与股票证券与数字货币的量化平台&br&&/li&&/ul&&p&开源框架&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/pandas-dev/pandas& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Pandas&/a& - 数据分析包&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/quantopian/zipline& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Zipline&/a& - 一个Python的回测框架&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/vnpy/vnpy& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&vnpy&/a& - 基于python的开源交易平台开发框架&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.quicklib.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quicklib&/a& - 事件驱动部分比VNPY等类似架构事件驱动部分的性能提升数倍，更适合C++拓展方法，来自底层C++代码的驱动，比VNPY用python做事件驱动的性能更优异有极其明显优势&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//pypi.python.org/pypi/tushare/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&tushare&/a& - 财经数据接口包&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/shidenggui/easytrader& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&easytrader&/a& - 进行自动的程序化股票交易&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/gbeced/pyalgotrade& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&pyalgotrade&/a& - 一个Python的事件驱动回测框架&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/Yam-cn/pyalgotrade-cn& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&pyalgotrade-cn&/a& - Pyalgotrade-cn在原版pyalgotrade的基础上加入了A股历史行情回测，并整合了tushare提供实时行情。&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/ziwang-com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&zwPython&/a& - 基于winpython的集成式python开发平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/joshuaulrich/quantmod& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&quantmod&/a& - 量化金融建模&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/ricequant/rqalpha/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&rqalpha&/a& - 基于Python的回测引擎&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/QuantFans/quantdigger& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&quantdigger&/a& - 基于python的量化回测框架&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/harveywwu/pyktrader& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&pyktrader&/a& - 基于pyctp接口，并采用vnpy的eventEngine，使用tkinter作为GUI的python交易平台&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/QuantConnect/Lean& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&QuantConnect/Lean&/a& - Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#, VB, Java)&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/yutiansut/QUANTAXIS& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&QUANTAXIS&/a& - 量化金融策略框架&br&&/li&&/ul&&p&其他量化交易平台：&/p&&p&Progress Apama、龙软DTS、国泰安量化投资平台、飞创STP、易盛程序化交易、盛立SPT平台、天软量化回测平台 、量邦天语、EQB-Quant&/p&&p&数据源&/p&&p&&br&&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=http%3A//tushare.org/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&TuShare - 中文财经数据接口包&/a& &a href=&https://link.zhihu.com/?target=http%3A//tushare.org/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&包&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.pythonpai.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&python派量化金融社区&/a& （支持PC和 手机APP访问）&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.quandl.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quandl - 国际金融和经济数据&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.wind.com.cn/NewSite/edb.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Wind资讯-经济数据库 - 收费&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//choice.eastmoney.com/Product/index.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&东方财富 Choice金融数据研究终端&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.51ifind.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&iFinD 同花顺金融数据终端&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.go-goal.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&朝阳永续 Go-Goal数据终端&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.tinysoft.com.cn/TSDN/HomePage.tsl& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&天软数据&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.gtarsc.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&国泰安数据服务中心&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.resset.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&锐思数据&/a&
- 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//open.hscloud.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&恒生API&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.bloomberglabs.com/api/libraries/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Bloomberg API&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//developer.chinascope.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&数库金融数据和深度分析API服务&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//quantpedia.com/Links/HistoricalData& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Historical Data Sources - 一个数据源索引&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.yucezhe.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&预测者网&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.cninfo.com.cn/cninfo-new/index& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&巨潮资讯&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.datayes.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&通联数据商城&/a& - 收费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.tdx.com.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&通达信&/a& - 免费&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//bigquant.com/docs/data_history_data.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&历史数据 - 文档 | BigQuant&/a& - 免费&br&&/li&&li&新浪、雅虎、东方财富网 - 免费&br&&/li&&li&聚合数据、数粮 、数据宝 - 收费&br&&/li&&/ul&&p&数据库&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/manahl/arctic& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&manahl/arctic: High performance datastore for time series and tick data&/a& - 基于mongodb和python的高性能时间序列和tick数据存储&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//kx.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&kdb | The Leader in High-Performance Tick Database Technology | Kx Systems&/a& - 收费的高性能金融序列数据库解决方案&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.mongodb.com/blog/post/schema-design-for-time-series-data-in-mongodb& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&MongoDB Blog&/a& - 用mongodb存储时间序列数据&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.influxdata.com/products/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&InfluxDB – Time-Series Data Storage | InfluxData&/a& - Go写的分布式时间序列数据库&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/OpenTSDB/opentsdb& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&OpenTSDB/opentsdb: A scalable, distributed Time Series Database&/a&. - 基于HBase的时间序列数据库&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/kairosdb/kairosdb& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&kairosdb/kairosdb: Fast scalable time series database&/a& - 基于Cassandra的时间序列数据库&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.sqlite.org/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&SQLite Home Page&/a& &/li&&/ul&&p&&b&网站、论坛、社区、博客&/b&&/p&&p&国外：&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.aqr.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&AQR - Alternative Investments&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//epchan.blogspot.jp/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://&/span&&span class=&visible&&epchan.blogspot.jp/&/span&&span class=&invisible&&&/span&&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//blog.fosstrading.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&FOSS Trading&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//forum.wilmott.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&wilmott.com - Forum&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.tradersmagazine.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Traders Magazine: The stock dealers and institutional traders complete interactive news and information service&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//practicalquant.blogspot.jp/%3Fview%3Dclassic& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://&/span&&span class=&visible&&practicalquant.blogspot.jp&/span&&span class=&invisible&&/?view=classic&/span&&span class=&ellipsis&&&/span&&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.thewholestreet.com/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://www.&/span&&span class=&visible&&thewholestreet.com/&/span&&span class=&invisible&&&/span&&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.implementingquantlib.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Implementing QuantLib&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//tradingwithpython.blogspot.jp/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://&/span&&span class=&visible&&tradingwithpython.blogspot.jp&/span&&span class=&invisible&&/&/span&&span class=&ellipsis&&&/span&&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//etrading.wordpress.com/category/coding/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Coding the markets&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//quantivity.wordpress.com/page/2/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantivity&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//quantocracy.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quant Mashup | Quantocracy&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.zerohedge.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&On a long enough timeline the survival rate for everyone drops to zero&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//keplerianfinance.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Keplerian Finance - exploring the boundaries of quantitative finance&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.iijournals.com/toc/jot/current& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&The Journal of Trading: Home&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//mhittesdorf.wordpress.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&All things finance and technology...&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.quantnews.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quant News&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//numericalmethod.com/quantitative-trading-strategies/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantitative Trading Strategies | Numerical Method Inc.&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.nuclearphynance.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Nuclear Phynance&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.elitetrader.com/et/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Elite Trader&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//mebfaber.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Meb Faber Research - Stock Market and Investing Blog&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.portfolioworkstation.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Portfolio Workstation by Alpha Level&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//falkenblog.blogspot.jp/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://&/span&&span class=&visible&&falkenblog.blogspot.jp/&/span&&span class=&invisible&&&/span&&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//quant.stackexchange.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantitative Finance Stack Exchange&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.reddit.com/r/quantfinance/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&The mathematics of investing and markets o r/quantfinance&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.quantnet.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&QuantNet Community&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//jonathankinlay.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&QUANTITATIVE RESEARCH AND TRADING - The latest theories, models and investment strategies in quantitative research and trading&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//qusma.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&QUSMA - Quantitative Systematic Market Analysis&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//abnormalreturns.com/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&https://&/span&&span class=&visible&&abnormalreturns.com/&/span&&span class=&invisible&&&/span&&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//cssanalytics.wordpress.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&CSSA&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.tradingtheodds.com/& class=& external& target=&_blank& rel=&nofollow noreferrer&&&span class=&invisible&&http://www.&/span&&span class=&visible&&tradingtheodds.com/&/span&&span class=&invisible&&&/span&&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//gekkoquant.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantitative Trading, Statistical Arbitrage, Machine Learning and Binary Options&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//trade.collective2.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Collective2 - The platform that connects investors with top-traders&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//alvarezquanttrading.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Alvarez Quant Trading&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.quantiacs.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&The Marketplace For Algorithmic Trading Systems | Quantiacs&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.tandfonline.com/action/showMostReadArticles%3FjournalCode%3Drquf20& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantitative Finance&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.quantopian.com/lectures& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantopian Lectures&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.kitces.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Kitces.com - Advancing Knowledge in Financial Planning&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.forexfactory.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Forex Factory&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.thertrader.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&The R Trader&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.turingfinance.com/how-to-be-a-quant/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&How to be a Quant&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.udacity.com/course/machine-learning-for-trading--ud501& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&关于交易策略的机器学习&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//scikit-learn.org/stable/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&scikit-learn: machine learning in Python&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.wilmott.com/blogs/paul/index.cfm& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Paul Wilmott&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.the-trend-is-your-friend.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&The Trend is your Friend&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//practicalquant.blogspot.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Practical Quant&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.investorsinsight.com/blogs/john_mauldins_outside_the_box/default.aspx& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&John Mauldin's Outside the Box&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//quantumfinancier.wordpress.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantum Financier&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.quantifiedstrategies.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantified Strategies&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.blackrockblog.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&BlackRock Blog&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.quantatrisk.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quant at Risk&/a&&/li&&/ul&&p&国内：&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//community.bigquant.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&BigQuant量化社区&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//weibo.com/u/%3Ftopnav%3D1%26wvr%3D6%26topsug%3D1& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&算法组_新浪微博&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.oceantribe.org/xf/index.php& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&海洋部落&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.newsmth.net/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&水木社区&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//bbs.pinggu.org/forum-2166-1.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&（经管之家）人大经济论坛&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//forum.thuquant.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&清华大学学生经济金融论坛&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.matlabsky.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&matlab技术论坛&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.wquant.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&微量网&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//code.tradeclassroom.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Code4Quant&/a& &/li&&li&&a href=&https://www.zhihu.com/topic//hot& class=&internal&&量化交易 - 热门问答 - 知乎&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.jisilu.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&集思录 - 低风险投资 - 集思录&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//xueqiu.com/%23/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&雪球 - 聪明的投资者都在这里&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/myquant/strategy/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&myquant/strategy: 掘金策略集锦&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/botvs/strategies& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&botvs/strategies&/a& - 用Javascript or Python进行量化交易&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.zenotrade.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&芝诺量化交易,程序化交易&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//cos.name/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&统计之都 (Capital of Statistics)&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.chinaqi.org/default.php& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&中国量化投资学会&/a& &/li&&li&&a href=&https://www.zhihu.com/topic/& class=&internal&&宽客 (Quant) - 索引 - 知乎&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//blog.sina.com.cn/s/blog_4cf8aad30102e5dh.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&faruto的博客&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//blog.sina.com.cn/s/articlelist__0_1.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&博文_bicloud_新浪博客&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//blog.sina.com.cn/s/articlelist__0_1.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&博文_郑来轶_新浪博客&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//blog.sina.com.cn/u/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&flitter_新浪博客&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//blog.sina.com.cn/financialindependence& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&david自由之路&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//blog.sina.com.cn/hj10n& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&作者安道全_新浪博客&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//wangzhai2008.blog.hexun.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&债券的大拿没钱又丑&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//huzi2010.blog.hexun.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&期货用来复盘的blog&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//blog.sina.com.cn/hjhh& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&花荣_新浪博客&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//xman707.blog.163.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&股海泛舟 - 股海范舟&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//dtdg777.blog.163.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&带头大哥777的博客&/a& &/li&&/ul&&p&&b&交易API&/b&&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.sfit.com.cn/5_2_DocumentDown.htm& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&上海期货信息技术有限公司CTP API&/a& - 期货交易所提供的API&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.cffexit.com.cn/static/3000201.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&飞马快速交易平台 - 上海金融期货信息技术有限公司&/a& - 飞马&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.dfitc.com.cn/portal/cate%3Fcid%3D0%231& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&大连飞创信息技术有限公司&/a& - 飞创&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/QuantBox/XAPI2& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&QuantBox/XAPI2&/a& - 统一行情交易接口第2版&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/shidenggui/easytrader& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&easytrader&/a& - 提供券商华泰/佣金宝/银河/广发/雪球的基金、股票自动程序化交易，量化交易组件&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.interactivebrokers.com.hk/cn/index.php%3Ff%3D5234%26ns%3DT& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&IB API | Interactive Brokers&/a& - 盈透证券的交易API&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.quicklib.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quicklib&/a&- 监控、数据采集，历史服务器工具集，python api&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.quicklib.cn/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quicklib&/a&
基于python期货和A股开源交易平台开发框架&/li&&/ul&&p&编程&/p&&h2&Python&/h2&&h2&安装&/h2&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.continuum.io/downloads& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Anaconda&/a& - 推荐通过&a href=&https://link.zhihu.com/?target=https%3A//mirrors.tuna.tsinghua.edu.cn/help/anaconda/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&清华大学镜像 &/a&下载安装&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.jetbrains.com/pycharm/download/%23section%3Dwindows& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Pycharm&/a&
download&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.lfd.uci.edu/%7Egohlke/pythonlibs/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Python Extension Packages for Windows - Christoph Gohlke&/a& - Windows用户从这里可以下载许多python库的预编译包&br&&/li&&/ul&&p&教程&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.codecademy.com/learn/python& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Python | Codecademy&/a& &/li&&li&&a href=&https://zhuanlan.zhihu.com/p/%E7%94%A8Python%E7%8E%A9%E8%BD%AC%E6%95%B0%E6%8D%AE%20Data%20Processing%20Using%20Python%20-%20Nanjing%20University%20%7C%20Coursera& class=&internal&&用 Python 玩转数据 - 南京大学 | Coursera&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//zh-google-styleguide.readthedocs.io/en/latest/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Google 开源项目风格指南 (中文版)&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.liaoxuefeng.com/article/115c918a094db03d27bf9a9000& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&廖雪峰python教程&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.coursera.org/learn/python-data-analysis& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Introduction to Data Science in Python - University of Michigan | Coursera&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//docs.python.org/3/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&The Python Tutorial&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//vdisk.weibo.com/s/sLnfdA8jqwjcU%3Fcategory_id%3D0%26& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Python for Finance&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//open.163.com/movie//5/M9DOKFDV4_MA2ESKT15.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Algorithmic Thinking &/a&- Python 算法思维训练&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//python3-cookbook.readthedocs.io/zh_CN/latest/index.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Python Cookbook 3rd Edition Documentation&/a& &/li&&/ul&&p&库&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.lfd.uci.edu/%7Egohlke/pythonlibs/%23ta-lib& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Python Extension Packages for Windows&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/vinta/awesome-python& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&awesome-python: A curated list of awesome Python frameworks, libraries, software and resources&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//pandas.pydata.org/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&pandas&/a& - Python做数据分析的基础&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/enthought/pyql& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&pyql: Cython QuantLib wrappers&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//pmorissette.github.io/ffn/quick.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&ffn&/a& - 绩效评估&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/mrjbq7/ta-lib& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&ta-lib: Python wrapper for TA-Lib (http://ta-lib.org/).&/a& - 技术指标&br&&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//statsmodels.sourceforge.net/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&StatsModels: Statistics in Python — statsmodels documentation&/a& - 常用统计模型&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/bashtage/arch& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&arch: ARCH models in Python&/a& - 时间序列&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/quantopian/pyfolio& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&pyfolio: Portfolio and risk analytics in Python&/a& - 组合风险评估&br&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/twosigma/flint& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&twosigma/flint: A Time Series Library for Apache Spark&/a& - Apache Spark上的时间序列库&br&&/li&&/ul&&p&R&/p&&h2&安装&/h2&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//mirrors.tuna.tsinghua.edu.cn/CRAN/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&The Comprehensive R Archive Network&/a& - 从国内清华镜像下载安装&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.rstudio.com/products/rstudio/download/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&RStudio&/a& - R的常用开发平台下载&/li&&/ul&&p&教程&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.datacamp.com/courses/free-introduction-to-r& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Free Introduction to R Programming Online Course&/a& - datacamp的在线学习&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.coursera.org/learn/r-programming& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&R Programming - 约翰霍普金斯大学 | Coursera&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.datacamp.com/community/open-courses/computational-finance-and-financial-econometrics-with-r& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Intro to Computational Finance with R&/a& - 用R进行计算金融分析&/li&&/ul&&p&库&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//cran.r-project.org/web/views/Finance.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&CRAN Task View: Empirical Finance&/a& - CRAN官方的R金融相关包整理&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/qinwf/awesome-R& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&qinwf/awesome-R: A curated list of awesome R packages, frameworks and software.&/a& - R包的awesome&/li&&/ul&&p&C++&/p&&h2&教程&/h2&&ul&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.xuetangx.com/courses/course-v1%3APekingX%2Bx%2B2015T1/about& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&C++程序设计&/a& - 北京大学 郭炜&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.xuetangx.com/courses/course-v1%3ATsinghuaX%2BBsp/about& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&基于Linux的C++ &/a&- 清华大学 乔林&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//www.xuetangx.com/courses/course-v1%3ATsinghuaX%2BBsp/about& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&面向对象程序设计（C++）&/a& - 清华大学 徐明星&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//book.douban.com/subject/1485468/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&C++ Design Patterns and Derivatives Pricing &/a&- C++设计模式&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//en.cppreference.com/w/cpp& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&C++ reference - cppreference.com&/a& - 在线文档&/li&&/ul&&p&库&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/fffaraz/awesome-cpp& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&fffaraz/awesome-cpp: A curated list of awesome C/C++ frameworks, libraries, resources, and shiny things.&/a& - C++库整理&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/rigtorp/awesome-modern-cpp& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&rigtorp/awesome-modern-cpp: A collection of resources on modern C++&/a& - 现代C++库整理&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//quantlib.org/index.shtml& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&QuantLib: a free/open-source library for quantitative finance&/a&&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/libtrading/libtrading& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&libtrading/libtrading: Libtrading, an ultra low-latency trading connectivity library for C and C++.&/a&&/li&&/ul&&p&Julia&/p&&h2&教程&/h2&&ul&&li&&a href=&https://link.zhihu.com/?target=http%3A//julialang.org/learning/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Learning Julia&/a& - 官方整理&/li&&li&&a href=&https://link.zhihu.com/?target=http%3A//quant-econ.net/_static/pdfs/jl-quant-econ.pdf& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&QUANTITATIVE ECONOMICS with Julia&/a& - 经济学诺奖获得者Thomas Sargent教你&a href=&https://link.zhihu.com/?target=http%3A//julialang.org/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Julia&/a&在量化经济的应用。&/li&&/ul&&p&库&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/JuliaQuant& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quantitative Finance in Julia&/a& - 多数为正在实现中，感兴趣的可以参与&/li&&/ul&&p&编程论坛&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=http%3A//stackoverflow.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Stack Overflow&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//segmentfault.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&SegmentFault&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.quora.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Quora&/a& &/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//github.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Github&/a&&/li&&li&&a href=&https://www.zhihu.com/& class=&internal&&知乎 - 与世界分享你的知识、经验和见解&/a& &/li&&/ul&&p&编程能力在线训练&/p&&ul&&li&&a href=&https://link.zhihu.com/?target=https%3A//www.hackerrank.com/domains& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Solve Programming Questions | HackerRank&/a& - 包含常用语言(C++, Java, Python, Ruby, SQL)和相关计算机应用技术(算法、数据结构、数学、AI、Linux Shell、分布式系统、正则表达式、安全)的教程和挑战。&/li&&li&&a href=&https://link.zhihu.com/?target=https%3A//leetcode.com/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&LeetCode Online Judge&/a& - C, C++, Java, Python, C#, JavaScript, Ruby, Bash, MySQL在线编程训练&/li&&/ul&&p&Quant Books
&/p&&ul&&li&《投资学》第6版[美]兹维·博迪.文字版 (&a href=&https://link.zhihu.com/?target=http%3A//vdisk.weibo.com/s/sEtBVyJS6pvo& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&link&/a&)&br&&/li&&li&《打开量化投资的黑箱》 里什·纳兰&/li&&li&《宽客》[美] &a href=&https://link.zhihu.com/?target=http%3A//book.jd.com/writer/%25E6%2596%25AF%25E7%25A7%%%25C2%25B7%25E5%25B8%%%25E6%25A3%25AE_1.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&斯科特·帕特森&/a&（&a href=&https://link.zhihu.com/?target=http%3A//book.jd.com/writer/Scott%2520Patterson_1.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&Scott Patterson&/a&） 著；&a href=&https://link.zhihu.com/?target=http%3A//book.jd.com/writer/%25E8%25AF%%25A7%2591_1.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&译科&/a&，&a href=&https://link.zhihu.com/?target=http%3A//book.jd.com/writer/%25E5%258D%25A2%25E5%25BC%%25B5%258E_1.html& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&卢开济&/a& 译&/li&&li&《解读量化投资：西蒙斯用公式打败市场的故事》 忻海 &br&&/li&&li&《Trends in Quantitative Finance》 Frank J. Fabozzi, Sergio M. Focardi, Petter N. Kolm&br&&/li&&li&《漫步华尔街》麦基尔&br&&/li&&li&《海龟交易法则》柯蒂斯·费思&br&&/li&&li&《交易策略评估与最佳化》罗伯特·帕多&br&&/li&&li&《统计套利》 安德鲁·波尔《信号与噪声》纳特o西尔弗&br&&/li&&li&《期货截拳道》朱淋靖&br&&/li&&li&《量化投资—策略与技术》 丁鹏&br&&/li&&li&《量化投资—以matlab为工具》 李洋faruto&/li&&li&《量化投资策略:如何实现超额收益Alpha》 吴冲锋&br&&/li&&li&《中低频量化交易策略研发（上）》 杨博理&br&&/li&&li&《走出幻觉走向成熟》 金融帝国&br&&/li&&li&《失控》凯文·凯利 《通往财务自由之路》范K撒普&br&&/li&&li&《以交易为生》 埃尔德&br&&/li&&li&《超越技术分析》图莎尔·钱德&br&&/li&&li&《高级技术分析》布鲁斯·巴布科克&br&&/li&&li&《积极型投资组合管理》格里纳德，卡恩&br&&/li&&li&《金融计量学:从初级到高级建模技术》 斯维特洛扎&/li&&li&《投资革命》Bernstein&br&&/li&&li&《富可敌国》Sebastian Mallaby&br&&/li&&li&《量化交易——如何建立自己的算法交易事业》欧内斯特·陈&br&&/li&&li&《&a href=&https://link.zhihu.com/?target=http%3A//book.douban.com/subject/5243775/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&聪明的投资者&/a&》 巴菲特&/li&&li&《黑天鹅·如何应对不可知的未来》 纳西姆·塔勒布&br&&/li&&li&《期权、期货和其他衍生品》 &a href=&https://link.zhihu.com/?target=https%3A//book.douban.com/search/%25E7%25BA%25A6%25E7%25BF%25B0%25C2%25B7%25E8%25B5%25AB%25E5%25B0%2594/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&约翰·赫尔&/a&&/li&&li&《Building&br& Reliable Trading Systems: Tradable Strategies That Perform As They &br&Backtest and Meet Your Risk-Reward Goals》 Keith Fitschen&br&&/li&&li&《Quantitative Equity Investing》by Frank J. Fabozzi, Sergio M. Focardi, Petter N. Kolm&br&&/li&&li&Barra USE3 handbook&br&&/li&&li&《Quantitative Equity Portfolio Management》
Ludwig Chincarini&br&&/li&&li&《Quantitative Equity Portfolio Management》 Qian & Hua & Sorensen&br&&/li&&/ul&&p&&br&&/p&&p&Quant Papers
&/p&&h2&Machine Learning Related&/h2&&ul&&li&Cavalcante,&br& Rodolfo C., et al. &Computational Intelligence and Financial Markets: A&br& Survey and Future Directions.& Expert Systems with Applications 55 &br&(2016): 194-211.&a href=&https://link.zhihu.com/?target=http%3A//www.sciencedirect.com/science/article/pii/S029X& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&/ul&&p&Low Frequency Prediction&/p&&ul&&li&Atsalakis&br& G S, Valavanis K P. Surveying stock market forecasting techniques Part &br&II: Soft computing methods. Expert Systems with Applications, 2009, &br&36(3):. &a href=&https://link.zhihu.com/?target=https%3A//scholar.google.com/scholar_url%3Furl%3Dhttp%3A//www.sciencedirect.com/science/article/pii/S4417%26hl%3Dzh-CN%26sa%3DT%26oi%3Dgsb%26ct%3Dres%26cd%3D0%26ei%3Dbx96WJysNMK7jAHry6ToBA%26scisig%3DAAGBfm0ZeE3fEbS6P7zo9Ltcd9M0vtAu9w& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&li&Cai&br& X, Lin X. Feature Extraction Using Restricted Boltzmann Machine for &br&Stock Price Predic- tion. 2012 IEEE International Conference on Computer&br& Science and Automation Engineering (CSAE), .&a href=&https://link.zhihu.com/?target=https%3A//scholar.google.com/scholar_url%3Furl%3Dhttp%3A//ieeexplore.ieee.org/xpls/abs_all.jsp%253Farnumber%253Dhl%3Dzh-CN%26sa%3DT%26oi%3Dgsb%26ct%3Dres%26cd%3D0%26ei%3DuR96WN71F4nE2AaJsreoBQ%26scisig%3DAAGBfm2biXd57RUWeaTdwuSosAyN-Lpkhg& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&li&Nair&br& B B, Dharini N M, Mohandas V P. A stock market trend prediction system &br&using a hybrid decision tree-neuro-fuzzy system. Proceedings - 2nd &br&International Conference on Advances in Recent Technologies in &br&Communication and Computing, ARTCom . 381–385. &a href=&https://link.zhihu.com/?target=https%3A//scholar.google.com/scholar_url%3Furl%3Dhttp%3A//ieeexplore.ieee.org/xpls/abs_all.jsp%253Farnumber%253Dhl%3Dzh-CN%26sa%3DT%26oi%3Dgsb%26ct%3Dres%26cd%3D0%26ei%3Dzx96WKLSJsSV2AbjyIiACA%26scisig%3DAAGBfm0GQbLhoeE6waU9eWWfsUTYba5FmQ& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&li&Lu&br& C J, Lee T S, Chiu C C. Financial time series forecasting using &br&independent component analysis and support vector regression. Decision &br&Support Systems, ):115–125. &a href=&https://link.zhihu.com/?target=https%3A//scholar.google.com/scholar_url%3Furl%3Dhttp%3A//www.sciencedirect.com/science/article/pii/S0323%26hl%3Dzh-CN%26sa%3DT%26oi%3Dgsb%26ct%3Dres%26cd%3D0%26ei%3DByB6WNPSB4iYjAHl4regCA%26scisig%3DAAGBfm1iHSydvwcYSUzCM3YXChNVYuoQYg& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&li&Creamer G, Freund Y. Automated trading with boosting and expert weighting. Quantitative Finance, ):401–420. &a href=&https://link.zhihu.com/?target=https%3A//scholar.google.com/scholar_url%3Furl%3Dhttp%3A//www.tandfonline.com/doi/abs/10.%26hl%3Dzh-CN%26sa%3DT%26oi%3Dgsb%26ct%3Dres%26cd%3D0%26ei%3DGCB6WO63JcPLjAGumbfwBw%26scisig%3DAAGBfm3q4amcbTFxs2tl5yuLG_4hoLSAsw& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&li&Batres-Estrada, Bilberto. &Deep learning for multivariate financial time series.& (2015). &a href=&https://link.zhihu.com/?target=http%3A//www.diva-portal.org/smash/record.jsf%3Fpid%3Ddiva2%3A820891& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&li&Xiong,&br& Ruoxuan, Eric P. Nicholas, and Yuan Shen. &Deep Learning Stock &br&Volatilities with Google Domestic Trends.& arXiv preprint &br&arXiv: (2015).&a href=&https://link.zhihu.com/?target=http%3A//arxiv.org/abs/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&li&Sharang,&br& Abhijit, and Chetan Rao. &Using machine learning for medium frequency &br&derivative portfolio trading.& arXiv preprint arXiv: (2015).&a href=&https://link.zhihu.com/?target=http%3A//arxiv.org/abs/& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&/ul&&p&Reinforcement Learning&/p&&ul&&li&Dempster,&br& Michael AH, and Vasco Leemans. &An automated FX trading system using &br&adaptive reinforcement learning.& Expert Systems with Applications 30.3 &br&(2006): 543-552. &a href=&https://link.zhihu.com/?target=https%3A//scholar.google.com/scholar_url%3Furl%3Dhttp%3A//www.sciencedirect.com/science/article/pii/S3015%26hl%3Dzh-CN%26sa%3DT%26oi%3Dgsb%26ct%3Dres%26cd%3D0%26ei%3DLiB6WNKmKoK3jAHjxJyABg%26scisig%3DAAGBfm3bJLN34rsebvNGo6IUfeYxiIC15w& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&li&Tan,&br& Zhiyong, Chai Quek, and Philip YK Cheng. &Stock trading with cycles: A &br&financial application of ANFIS and reinforcement learning.& Expert &br&Systems with Applications 38.5 (2011): . &a href=&https://link.zhihu.com/?target=https%3A//scholar.google.com/scholar_url%3Furl%3Dhttp%3A//www.sciencedirect.com/science/article/pii/S905X%26hl%3Dzh-CN%26sa%3DT%26oi%3Dgsb%26ct%3Dres%26cd%3D0%26ei%3DPSB6WL_aKMK7jAHry6ToBA%26scisig%3DAAGBfm1WRwH4660mqK7RE0Mua2EDpuxLlA& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&li&Rutkauskas,&br& Aleksandras Vytautas, and Tomas Ramanauskas. &Building an artificial &br&stock market populated by reinforcement‐learning agents.& Journal of &br&Business Economics and Management 10.4 (2009): 329-341.&a href=&https://link.zhihu.com/?target=https%3A//scholar.google.com/scholar_url%3Furl%3Dhttp%3A//www.tandfonline.com/doi/abs/10.99.-341%26hl%3Dzh-CN%26sa%3DT%26oi%3Dgsb%26ct%3Dres%26cd%3D0%26ei%3DUSB6WKWEM4WMjAHRpKKwBw%26scisig%3DAAGBfm15PBF06_fqletDTDk80FrNiyoWJg& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&li&Deng, Yue, et al. &Deep Direct Reinforcement Learning for Financial Signal Representation and Trading.& (2016).&a href=&https://link.zhihu.com/?target=http%3A//ieeexplore.ieee.org/xpls/abs_all.jsp%3Farnumber%3D7407387& class=& wrap external& target=&_blank& rel=&nofollow noreferrer&&(link)&/a&&/li&&/ul&&p&Natual Language Processing Related&/p&&ul&&li&Bollen J, Mao H, Zeng X. 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