komo135 / forex-trading

forex trading with reinforcement learning

Archived.

The new repository will be https://github.com/komo135/trade-rl.

Download Forex data

1. Download Metatrader5 from this link and install.
2. Verify that a demo account exists.
3. If the demo account does not exist, create a demo account.

create-demo-account.mp4

4. Go from Tools to Options (Ctr + o).
5. Go to the chart bar and change Max bars in chart to unlimited.

change-max-bars-in-chart.mp4

6. install Metatrader5 and ta package

$ pip install MetaTrader5 ta

7. run generate_data.py

$ cd data
$ python generate_data.py

run agent

$ python

>>> from agent import dqn

>>> agent = dqn.Agent(model_name="efficientnet_b0", s=5, action_type=3, pip_scale=1, n=1, loss_cut=False, use_device="tpu", dueling=False)
>>> agent.train()
>>>
>>> agent.plot_result(w=self.best_w, risk=0.04, s=self.s)

forex-trading's Issues

How to run on real trade?

Need requirements file setup for tool

Can you make video tutorial

'Agent' object has no attribute 'run'

Traceback (most recent call last):
File "C:\Users\Tomk Vu\Desktop\Forex\run.py", line 4, in
agent.run()
AttributeError: 'Agent' object has no attribute 'run'

How long does it take to train a model?

How long time for train?

Im runing train but not show result. How long time to train?

Help! issues

Type "help", "copyright", "credits" or "license" for more information.

from agent import dqn
Traceback (most recent call last):
File "", line 1, in
File "C:\Users\Tomk Vu\Desktop\forex-trading-main\agent\dqn.py", line 5, in
import tensorflow as tf
File "C:\Users\Tomk Vu\AppData\Local\Programs\Python\Python39\lib\site-packages\tensorflow_init_.py", line 24, in
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\Users\Tomk Vu\AppData\Local\Programs\Python\Python39\lib\site-packages\tensorflow\python_init_.py", line 49, in
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Tomk Vu\AppData\Local\Programs\Python\Python39\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Tomk Vu\AppData\Local\Programs\Python\Python39\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 114
def TFE_ContextOptionsSetAsync(arg1, async):
^
SyntaxError: invalid syntax