Forex market prediction using BERT. Predict next 5 mins using previous 15 mins for day-trading
Before you startThis project may not seem to be a NLP or CV project but it is a seq2seq project. It is in many ways analogous to speech relevant tasks.Primary languageEnglish.Model to be usedSimple BERT model. This model will be trained from scratch that is why i need the heavy compute. And ofcourse we will be using jax models.Data to be usedI have automated the scraping process for 1-min interval data for forex eur/usd currency pair along with 9 other top currency pairs and their technical indicators. The data is posted in telegram channel every 6hrs monday to friday UTC.I will be using 1-min data from June 16 to July 7.Link to the channel:Telegram: Contact @flowt_channelSimilar training scripts in Flax/JAXAny seq2seq training script will work.What is the desired project outcome?I have been working on this project for some time atGitHub - gov-ai/flowt: Forex and stock market predictions using transformerThe webapp / UI is made using d3.js (techan.js). We will be predicting the forex market in live using the webapp.