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event_driven_stock_prediction_sample icon event_driven_stock_prediction_sample

A python application that uses pre-trained weights of a FF Neural Network to predict the probability of a stock having a higher closing price the next day.

evkit icon evkit

A library for SEC data extraction, equity valuation, discovery of mispriced stocks

evolutionary-trading-strategies icon evolutionary-trading-strategies

This code illustrates the use of genetic programming to evolve financial trading strategies for a single equity stock. Individuals (strategies) are considered as functions of historical price data, outputting a position allocation. Strategy fitness evaluation is computed by simulating the strategy over historical financial data. Because financial investment requires a fundamental tradeoff between risk and return, strategies are evaluated on multi-objective fitness functions depending on profit and maximum drawdown of the strategy and ranging from very risk-prone to very risk-averse. The population of individual strategies is evolved using tournament selection, single-point crossover, and random mutation as evolutionary operators. Strategies with the best fitness at any stage in the evolutionary process are recorded in a ‘hall-of-fame’. At the end of the evolutionary process, strategies in the ‘hall-of-fame’ are evaluated over a set of test data and selected based on a train-test criterion which penalizes strategies that do not generalize well.

evotrading icon evotrading

Trading agents with evolved rules for buying and selling stocks

evtrader icon evtrader

Automated Cryptocurrency Trading Application

example-scalping icon example-scalping

A working example algorithm for scalping strategy trading multiple stocks concurrently using python asyncio

example.datalibrary.python icon example.datalibrary.python

Example projects and Tutorials demonstrating access to the Refinitiv Data Platform using the Refinitiv Data Library for Python

exc_x icon exc_x

An exchange browser. Includes TradingView chart. Includes an unreal bank account.

exchange-core icon exchange-core

Ultra-fast matching engine written in Java based on LMAX Disruptor, Eclipse Collections, Real Logic Agrona, OpenHFT, LZ4 Java, and Adaptive Radix Trees.

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