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Python金融分析与量化交易实战教程
目录
第一讲 课程内容和大纲
第二讲 金融数据序列数据统计分析
第三讲 序列变化情况分析计算
第四讲 连续指标变化情况分析
第五讲 时间序列重采样操作
第六讲 短均与长均计算实例
第七讲 指标相关情况分析
第八讲 回归方程与相关系数实例
第九讲 金叉与死叉介绍
第十讲 买点与卖点可视化分析
第十一讲 策略收益效果分析
第十二讲 均线调参实例
第十三讲 回撤收益率指标解读
第十四讲 最大回撤区间
第十五讲 夏普比率的作用
第十六讲 阿尔法与贝塔概述
第十七讲 量化交易概述
第十八讲 量化交易所需技能分析
第十九讲 Ricequant交易平台简介
第二十讲 策略任务分析
第二十一讲 股票池筛选
第二十二讲 定时器的功能与作用
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第七讲 指标相关情况分析
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请求信息 : 2026-09-30 05:37:20 HTTP/2.0 GET : www.gupiaobb.com/school/p/531.html
运行时间 : 0.104579s [ 吞吐率：9.56req/s ] 内存消耗：4,429.75kb 文件加载：85
查询信息 : 6 queries 2 writes
缓存信息 : 2 reads,1 writes
配置加载 : 80
会话信息 : SESSION_ID=876ugncc2h0gmm3f13k0dogqlf
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/www/wwwroot/www.gupiaobb.com/school/thinkphp/start.php ( 0.72 KB )
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/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Loader.php ( 21.07 KB )
/www/wwwroot/www.gupiaobb.com/school/vendor/composer/autoload_static.php ( 10.48 KB )
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/www/wwwroot/www.gupiaobb.com/school/vendor/karsonzhang/fastadmin-addons/src/common.php ( 15.07 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Route.php ( 60.23 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Config.php ( 6.38 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Hook.php ( 4.71 KB )
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/www/wwwroot/www.gupiaobb.com/school/vendor/topthink/think-captcha/src/helper.php ( 1.94 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Validate.php ( 41.60 KB )
/www/wwwroot/www.gupiaobb.com/school/vendor/topthink/think-queue/src/common.php ( 1.19 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Console.php ( 23.13 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Error.php ( 3.75 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/convention.php ( 10.37 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/App.php ( 21.58 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Request.php ( 49.78 KB )
/www/wwwroot/www.gupiaobb.com/school/application/config.php ( 12.02 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Env.php ( 1.21 KB )
/www/wwwroot/www.gupiaobb.com/school/application/database.php ( 2.22 KB )
/www/wwwroot/www.gupiaobb.com/school/application/extra/addons.php ( 0.76 KB )
/www/wwwroot/www.gupiaobb.com/school/application/extra/queue.php ( 0.55 KB )
/www/wwwroot/www.gupiaobb.com/school/application/extra/site.php ( 0.89 KB )
/www/wwwroot/www.gupiaobb.com/school/application/extra/upload.php ( 0.93 KB )
/www/wwwroot/www.gupiaobb.com/school/application/tags.php ( 1.23 KB )
/www/wwwroot/www.gupiaobb.com/school/application/common.php ( 15.57 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/helper.php ( 17.30 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Debug.php ( 7.13 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Log.php ( 6.05 KB )
/www/wwwroot/www.gupiaobb.com/school/addons/knowbase/Knowbase.php ( 12.90 KB )
/www/wwwroot/www.gupiaobb.com/school/vendor/karsonzhang/fastadmin-addons/src/Addons.php ( 7.05 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Cache.php ( 6.10 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/cache/driver/File.php ( 7.27 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/cache/Driver.php ( 5.98 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/View.php ( 6.77 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/view/driver/Think.php ( 5.64 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Template.php ( 44.92 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/template/driver/File.php ( 2.24 KB )
/www/wwwroot/www.gupiaobb.com/school/addons/knowbase/common.php ( 12.82 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Lang.php ( 7.42 KB )
/www/wwwroot/www.gupiaobb.com/school/addons/knowbase/lang/zh-cn.php ( 5.70 KB )
/www/wwwroot/www.gupiaobb.com/school/addons/knowbase/config.php ( 20.45 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Url.php ( 12.72 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/db/Query.php ( 93.80 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/config/driver/Ini.php ( 0.83 KB )
/www/wwwroot/www.gupiaobb.com/school/application/common/behavior/Common.php ( 3.02 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/lang/zh-cn.php ( 11.81 KB )
/www/wwwroot/www.gupiaobb.com/school/application/route.php ( 0.90 KB )
/www/wwwroot/www.gupiaobb.com/school/vendor/karsonzhang/fastadmin-addons/src/addons/Route.php ( 2.76 KB )
/www/wwwroot/www.gupiaobb.com/school/application/common/lang/zh-cn/addon.php ( 6.09 KB )
/www/wwwroot/www.gupiaobb.com/school/extend/fast/Form.php ( 39.79 KB )
/www/wwwroot/www.gupiaobb.com/school/addons/knowbase/controller/Index.php ( 23.23 KB )
/www/wwwroot/www.gupiaobb.com/school/vendor/karsonzhang/fastadmin-addons/src/addons/Controller.php ( 6.49 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Controller.php ( 6.07 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/traits/controller/Jump.php ( 4.92 KB )
/www/wwwroot/www.gupiaobb.com/school/application/common/library/Auth.php ( 15.50 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Cookie.php ( 7.54 KB )
/www/wwwroot/www.gupiaobb.com/school/application/common/model/Config.php ( 6.71 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Model.php ( 69.55 KB )
/www/wwwroot/www.gupiaobb.com/school/application/common/model/knowbase/ProjectPage.php ( 20.26 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/traits/model/SoftDelete.php ( 4.86 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Db.php ( 6.67 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/db/connector/Mysql.php ( 3.89 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/db/Connection.php ( 29.97 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/db/builder/Mysql.php ( 4.53 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/db/Builder.php ( 31.81 KB )
/www/wwwroot/www.gupiaobb.com/school/application/common/model/knowbase/Project.php ( 9.81 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/db/Expression.php ( 1.11 KB )
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/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Session.php ( 10.86 KB )
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/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/Response.php ( 8.28 KB )
/www/wwwroot/www.gupiaobb.com/school/thinkphp/library/think/debug/Html.php ( 4.17 KB )
[ BEHAVIOR ] Run Closure @app_init [ RunTime:0.000046s ]
[ CACHE ] INIT File
[ LANG ] /www/wwwroot/www.gupiaobb.com/school/addons/knowbase/lang/zh-cn.php
[ BEHAVIOR ] Run \addons\knowbase\Knowbase @app_init [ RunTime:0.009113s ]
[ BEHAVIOR ] Run Closure @app_init [ RunTime:0.009130s ]
[ BEHAVIOR ] Run app\common\behavior\Common @app_init [ RunTime:0.000302s ]
[ LANG ] /www/wwwroot/www.gupiaobb.com/school/thinkphp/lang/zh-cn.php
[ BEHAVIOR ] Run app\common\behavior\Common @app_dispatch [ RunTime:0.000020s ]
[ ROUTE ] array ( 'type' => 'method', 'method' => array ( 0 => '\\think\\addons\\Route', 1 => 'execute', ), 'var' => array ( 'addon' => 'knowbase', 'controller' => 'index', 'action' => 'document', ), )
[ HEADER ] array ( 'accept-encoding' => 'gzip, br, zstd, deflate', 'user-agent' => 'Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)', 'accept' => '*/*', 'host' => 'www.gupiaobb.com', 'content-length' => '', 'content-type' => '', )
[ PARAM ] array ( 's' => '/p/531.html', 'id' => '531', )
[ RUN ] think\addons\Route->execute[ /www/wwwroot/www.gupiaobb.com/school/vendor/karsonzhang/fastadmin-addons/src/addons/Route.php ]
[ LANG ] /www/wwwroot/www.gupiaobb.com/school/application/common/lang/zh-cn/addon.php
[ BEHAVIOR ] Run app\common\behavior\Common @addon_begin [ RunTime:0.001635s ]
[ LANG ] /www/wwwroot/www.gupiaobb.com/school/addons/knowbase/lang/zh-cn.php
[ DB ] INIT mysql
[ SESSION ] INIT array ( 'id' => '', 'var_session_id' => '', 'prefix' => 'think', 'type' => '', 'auto_start' => true, )
[ VIEW ] /www/wwwroot/www.gupiaobb.com/school/addons/knowbase/view/index/document.html [ array ( 0 => 'config', 1 => 'user', 2 => 'site', 3 => 'controller', 4 => 'action', 5 => 'tongji', 6 => 'tongji_url', 7 => 'ads', 8 => 'show_document_time', 9 => 'table_over_show', 10 => 'url_list', 11 => 'url_home', 12 => 'friends_link', 13 => 'show_copyright', 14 => 'copyright', 15 => 'content_theme', 16 => 'code_theme', 17 => 'code_show_number', 18 => 'loading', 19 => 'static_cdn_type', 20 => 'nav_left_style', 21 => 'header_nav_type', 22 => 'beian', 23 => 'version', 24 => 'project_id', 25 => 'page_id', 26 => 'menu', 27 => 'rightPassword', 28 => 'header_title', 29 => 'header_keywords', 30 => 'header_description', 31 => 'item', 32 => 'content', 33 => 'style', 34 => 'url_check_page', 35 => 'url_check_password', 36 => 'project', ) ]
0.113875s
