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51bitqunt

51bitquant Python数字货币量化交易视频 CCXT框架 爬取交易所数据 比特币量化交易 交易机器人51bitquant tradingbot cryptocurrency quantitative trading btc trading

backtesting.py

:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.

datamining

learn in datamining

keras-stock

machine-learning-for-finance

Using Supervised machine learning methods (Decision Tree, Boosting, KNN, ANN, SVM) to trade stocks

ml-quant-finance

Machine Learning for Quantitative Finance

ml_final_project

The project attempts to capitalize on stock selection strategies generated by machine learning learners and then test the strategy. The use of mathematical models to replace the traditional quantitative trading main point of view, based on the strategy of computer technology, but it is still rare, the application of machine learning in the field of quantitative transactions. In hence, this project is also an exploration in this area. Now, the machine learning process, there will always be good results, the test of future investment, there is no such a satisfactory result.

neuralnetwork

neuralnetworkastradingstrategy

Use Neural Network as a trading strategy model

pybacktest

Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier — compact, simple and fast

python

python-ann-stock-market-predictor

This is a basic stock market predictor built using artificial neural network and implemented in Python.

python-backtest

backtesting trading strategy in python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

stock-analysis

A set of functions for statistical stock market graphing and analysis using time series analysis - to calculate moving averages, trading strategies using moving averages, formulation of exit strategies, and strategy evaluation using backtesting - primarily using quandl, pandas, numpy, and matplotlib. Examples generalized from CS5160 Introduction to Data Science at University of Utah. Code written is intended solely for fun and educational purposes.

stock-prediction

Stock price prediction with recurrent neural network. The data is from the Chinese stock.