Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym
bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
A working example algorithm for scalping strategy trading multiple stocks concurrently using python asyncio
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
An Structural Application of Reinforcement Learning in Pair Trading
A library to calculate Market Profile (aka Volume Profile) for financial data from a Pandas DataFrame.
Reinforce Your Career: Machine Learning in Finance. Extend your expertise of algorithms and tools needed to predict financial markets.
A LSTM model using Risk Estimation loss function for stock trades in market
Documentation behind the model used to analyse companies in Simply Wall St
A tutorial demonstrating how to implement deep learning models for time series forecasting
An example algorithm for a momentum-based day trading strategy.
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
