gglive's repositories

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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PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

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rqalpha

A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities

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AlgoTrading

Algorithmic trading platform for multiple assets

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alpha-mind

quantitative security portfolio analysis

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bt

bt - flexible backtesting for Python

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eos

An open source smart contract platform

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Finance-Python

python tools for Finance

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PRML

PRML algorithms implemented in Python

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pyalgotrade

Python Algorithmic Trading Library

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pyfolio

Portfolio and risk analytics in Python

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pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

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qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

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quantcalc-net.github.io

previously quantcalc.net

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research_public

Quantopian research projects

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rqalpha-mod-fxdayu-source

rqalpha拓展数据和事件源,支持分钟级别回测,实时交易,支持quantos数据源

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rqalpha-mod-vnpy

RQAlpha 对接 vnpy 的扩展 Mod。通过启用该 Mod 来实现期货策略的实盘交易

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vnpy

基于python的开源量化交易平台开发框架

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zipline

Zipline, a Pythonic Algorithmic Trading Library

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