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DavidCico / Forecasting-direction-of-trade-an-example-with-LSTM-neural-network

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In this repository, the goal is to predict the tick direction of a stock based on its current order book and trade data. A LSTM Neural Network is used as an example of potential solution for such problem.

python linear-regression regression prediction python3 lstm forecasting classification stock-price-prediction lstm-neural-networks orderbook scikitlearn-machine-learning tick-data stock-forecasting
  • Updated Apr 29, 2021
  • Python

kotamichael / Redeemer

Star 3

This application which runs on the command line gathers given equities' quote information and writes it to a sorted file index allowing the user to build up a store of data for analytics. Just as Ruth was sent to gather in Boaz' field in the story from scripture. Stage 2 is in the works right now and involves integrating machine learning to anal…

python api science data machine-learning time-series trading analytics analysis anaconda file pandas stock algotrading alpha equities tick-data vantage ruth
  • Updated May 7, 2019
  • Python

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