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Giuseppe Merendino's Projects

alpha-zero-general icon alpha-zero-general

A clean implementation of a self-play learning algorithm based on AlphaGo Zero (any game, any framework!) + tutorial

dbg-pds icon dbg-pds

Deutsche Boerse's Financial Trading Public Data Set

ddrl_trading icon ddrl_trading

Deep Direct Recurrent Reinforcement Learning to learn trading system

fdrnn icon fdrnn

Deep Direct Reinforcement Learning for Financial Signal Representation and Trading

fdrnn-1 icon fdrnn-1

Deep direct reinforcement learning for financial signal representation and trading

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hrosailing icon hrosailing

Python package for Polar (Performance) Diagrams

liquidity.ai icon liquidity.ai

open source deep learning (LSTM's mostly) for financial instruments

marketvectors icon marketvectors

Implementations for my blog post [here](https://medium.com/@TalPerry/deep-learning-the-stock-market-df853d139e02#.flflpo3xf)

paperbroker icon paperbroker

An open source simulated options brokerage and UI for paper trading, algorithmic interfaces and backtesting.

rlquant icon rlquant

Applying Reinforcement Learning in Quantitative Trading

statistical-arbitrage-algorithmic-trading icon statistical-arbitrage-algorithmic-trading

A Project to identify statistical arbitrage opportunities between cointegrated pairs. This is referred to as 'Pairs Trading' which is a bet on the mean reversion property of the spread.

ultrafinance icon ultrafinance

Python project for real-time financial data collection, analyzing && backtesting trading strategies

wattnet-fx-trading icon wattnet-fx-trading

WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series

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