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dioconnoi's starred repositories

btbot

Trading Bot using backtrader.

MIT100

A-Deep-Learning-Based-Illegal-Insider-Trading-Detection-and-Prediction-Technique-in-Stock-Market

Illegal insider trading of stocks is based on releasing non-public information (e.g., new product launch, quarterly financial report, acquisition or merger plan) before the information is made public. Detecting illegal insider trading is difficult due to the complex, nonlinear, and non-stationary nature of the stock market. In this work, we present an approach that detects and predicts illegal insider trading proactively from large heterogeneous sources of structured and unstructured data using a deep-learning based approach combined with discrete signal processing on the time series data. In addition, we use a tree-based approach that visualizes events and actions to aid analysts in their understanding of large amounts of unstructured data. Using existing data, we have discovered that our approach has a good success rate in detecting illegal insider trading patterns. My research paper (IEEE Big Data 2018) on this can be found here: https://arxiv.org/pdf/1807.00939.pdf

100

tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

Apache-2.0100

forexalgos

forex trading algos

100

PyTradingGlue

Simple examples how to connect python to almost any trading platform or framework

100

Advanced-Deep-Trading

Mostly experiments based on "Advances in financial machine learning" book

100

gekko

A bitcoin trading bot written in node - https://gekko.wizb.it/

MIT100

Superalgos

Free, open-source crypto trading bot, automated bitcoin / cryptocurrency trading software, algorithmic trading bots. Visually design your crypto trading bot, leveraging an integrated charting system, data-mining, backtesting, paper trading, and multi-server crypto bot deployments.

Apache-2.0100