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Main program

The main program is TT_v4.py, this program consists of the reinforcement learning and is combined with all the other scripts in this repository.

BinanceData

This is a simple script used for gathering the data using Binance's API.

Benchmark_Comparison

This code compares the output of the reinforcement learning agent with common benchmarks. The benchmarks are: buy and hold, RSI divergence, SMA crossover.

After testing the RL agent a graph is plotted, showing the net worth of the agent compared to the benchmarks. Image of benchmark

TACorrelation

Displays a heatmap of absolute correlation of technical analysis indicators in the same group.

This is how the heatmap of trend indicators looks like.

Image of heatmap

About

This repository hosts all my codings related to TensorTrade. It consists of the main program, the old versions of it and some extras to give more insights.

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  • Python 100.0%