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moonnejs's Projects

alphalens icon alphalens

Performance analysis of predictive (alpha) stock factors

efvicap icon efvicap

erfvicap is a packet capture tool for network adapters from Solarflare

ezh5-eigen icon ezh5-eigen

A C++11 interface for HDF5 w/ Eigen3 support (based off ezh5)

hht-mars icon hht-mars

A hybrid forecasting model that combines the Hilbert-Huang Transform and Multivariate Adaptive Regression Splines

jupyterlab icon jupyterlab

JupyterLab computational environment. This is a very early preview, and is not suitable for general usage yet.

mars icon mars

Multivariate Adaptive Regression Splines

notghmm icon notghmm

This is a C library for Hidden Markov Model (HMM).

okcoin_bot icon okcoin_bot

a bot that trading bitcoin automatically for okcoin

open-api-v3-sdk icon open-api-v3-sdk

OKEx Open Api V3 Sdk, supported language: Java, Python, C#, C++, Go

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.

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

vnpy icon vnpy

基于python的开源交易平台开发框架

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