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Nguyen Anh Tuan's Projects

bitcoinbook icon bitcoinbook

Mastering Bitcoin 2nd Edition - Programming the Open Blockchain

ethereumbook icon ethereumbook

Mastering Ethereum, by Andreas M. Antonopoulos, Gavin Wood

lean icon lean

Lean Algorithmic Trading Engine by QuantConnect (C#, Python, F#)

metatrader icon metatrader

Expert advisors, scripts, indicators and code libraries for Metatrader.

microservices-platform icon microservices-platform

基于SpringBoot2.x、SpringCloud和SpringCloudAlibaba并采用前后端分离的企业级微服务多租户系统架构。并引入组件化的**实现高内聚低耦合,项目代码简洁注释丰富上手容易,适合学习和企业中使用。真正实现了基于RBAC、jwt和oauth2的无状态统一权限认证的解决方案,面向互联网设计同时适合B端和C端用户,支持CI/CD多环境部署,并提供应用管理方便第三方系统接入;同时还集合各种微服务治理功能和监控功能。模块包括:企业级的认证系统、开发平台、应用监控、慢sql监控、统一日志、单点登录、Redis分布式高速缓存、配置中心、分布式任务调度、接口文档、代码生成等等。

mql5-rpc icon mql5-rpc

MQL5-RPC client library for MetaTrader 5

my-lb-app icon my-lb-app

sample structure to build a loopback complex app

mycollab icon mycollab

An open source, free, high performance, stable and secure Java Application Business Platform of Project Management and Document

platform-application icon platform-application

OroPlatform - business application management system that is a backbone of the OroCRM and OroCommerce.

poetry-setup icon poetry-setup

Generate setup.py (setuptools) from pyproject.toml (poetry)

py4fi icon py4fi

Python for Finance (O'Reilly)

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

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