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huseinzol05 / Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
Apache License 2.0
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Training On Intraday #12

Closed bitnom closed 5 years ago

bitnom commented 5 years ago

Does the data just need to be further fit for intraday? I haven't looked into it yet but I know it causes an error.

AlconDivino commented 5 years ago

I tested it on data without time series (BTC-USDT binance data 1hr timeframe 1.1.2018 till today) in ran very profitable without any problems

bitnom commented 5 years ago

I tested it on data without time series (BTC-USDT binance data 1hr timeframe 1.1.2018 till today) in ran very profitable without any problems

By "Without time series" do you mean you removed the time of day from the string?

AlconDivino commented 5 years ago

I only had the columns Open , High, Low ,Close , Volume in my CSV file I gathered the Data with an extern programm and did not include the time , because binance gives you the timestamp in ms not any date

Also i think the code doesn't care about time at all because the only data that is used is an list of Close Prices. So i think it doesn't care about time it just iterates through the list and prints one iteration as day.

munkh-erdene commented 5 years ago

First of thank you for sharing, how can i predict next day? Just one action?

huseinzol05 commented 5 years ago

@munkh-erdene if you want to predict next day or future, first you need to predict the trend, you can use any deep learning model you want, I included in this repo. Predict trend using LSTM -> predict buy and sell using NES

huseinzol05 commented 5 years ago

@TensorTom the model doesnt care about the timestamp, you can gibe every second, every minute, every 5 minutes, it doesnt care. As long it is still a trend.

AlconDivino commented 5 years ago

@huseinzol05 could you add a notebook with an example using for example the lstm module and the evolution-bayesian-strategy?

augmen commented 5 years ago

@huseinzol05 where is the repo for Predict trend using LSTM -> predict buy and sell using NES. I need to predict the next day or future .

augmen commented 5 years ago

@huseinzol05 how to make the evolution agent to fetch data in real time and trade in real stock market.