fuzzyalgo

fuzzyalgo.dev

Setup fuzzalgo on your pc

Dependencies

forex MT5 ECN accounts from roboforex.com
miniforge python (spyder and notebooks) on windows 64bit

Create free MT5 demo ECN account at roboforex.com

Forex Broker: roboforex.com
Account type: MT5 DEMO ECN / hedge NO
MT5 Server: RoboForex-ECN

clone git repo

# test you access to github
ssh -T git@github.com
cd \<your-source-path>
# clone the directory
git clone git@github.com:fuzzyalgo/fuzzyalgo.git
# clone the data to train on
git clone git@github.com:fuzzyalgo/fuzzyalgo-data-rfx-2025-04.git
git clone git@github.com:fuzzyalgo/fuzzyalgo-data-rfx-2025-05.git
...

install miniforge3 for windows 64bit

https://github.com/conda-forge/miniforge

https://github.com/conda-forge/miniforge
https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Windows-x86_64.exe

Start Windows Command Prompt:

> wget https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-Windows-x86_64.exe -o Miniforge3-Windows-x86_64.exe
> start /wait "" Miniforge3-Windows-x86_64.exe /InstallationType=JustMe /RegisterPython=1 /S /D=%UserProfile%\Miniforge3
> del Miniforge3-Windows-x86_64.exe

    Please update conda by running
        $ conda update -n base -c conda-forge conda

setup fuzzyalgo as linux conda env fuzzyalgo-py313

$ cd \<your-source-path>\fuzzyalgo
$ conda create -n fuzzyalgo-py313  nb_conda spyder numpy scipy pandas matplotlib sympy cython  python=3.13
$ conda activate fuzzyalgo-py313
# https://github.com/TA-Lib/ta-lib-python
$ conda install -c conda-forge ta-lib
$ conda install -c conda-forge libta-lib
# https://ta-lib.org/install/#linux-build-from-source
# $ wget https://github.com/ta-lib/ta-lib/releases/download/v0.6.4/ta-lib-0.6.4-src.tar.gz
$ cd install
$ tar -xvf ./install/ta-lib-0.6.4-src.tar.gz
$ cd ta-lib-0.6.4
$ ./configure -prefix=/usr
$ make 
$ sudo make install
$ sudo ldconfig
$ python 
>>> import talib
$ cd ..
$ rm -Rf ta-lib-0.6.4
$ cd ..
$ pip install filterpy scikit-fuzzy networkx pynput MetaTrader5
# do that later in wine python installation
# $ pip install MetaTrader5
$ python setup.py
$ conda deactivate

setup fuzzyalgo as conda env fuzzyalgo-py313

run “Miniforge Prompt” or “Miniforge Powershell” as Administrator (admin previledges for creating symlinks)

> cd \<your-source-path>\fuzzyalgo
> conda create -n fuzzyalgo-py313  nb_conda spyder numpy scipy pandas matplotlib sympy cython  python=3.13
> conda activate fuzzyalgo-py313
> pip install filterpy scikit-fuzzy networkx pynput MetaTrader5
> pip install .\install\ta_lib-0.6.3-cp313-cp313-win_amd64.whl
> pip install psutil  
> python setup.py
> conda deactivate

# download ta-lib wheels for windows:
# https://github.com/cgohlke/talib-build?tab=readme-ov-file
# https://github.com/cgohlke/talib-build/releases

(base) C:\Windows\system32>cd \<your-source-path>\fuzzyalgo
(base) \<your-source-path>\fuzzyalgo>
(base) \<your-source-path>\fuzzyalgo> conda create -n fuzzyalgo-py313  nb_conda spyder numpy scipy pandas matplotlib sympy cython  python=3.13
(base) \<your-source-path>\fuzzyalgo> conda activate fuzzyalgo-py313
(fuzzyalgo-py313) \<your-source-path>\fuzzyalgo>
(fuzzyalgo-py313) \<your-source-path>\fuzzyalgo> pip install filterpy scikit-fuzzy networkx pynput MetaTrader5
(fuzzyalgo-py313) \<your-source-path>\fuzzyalgo> pip install .\install\ta_lib-0.6.3-cp313-cp313-win_amd64.whl
(fuzzyalgo-py313) \<your-source-path>\fuzzyalgo> python setup.py
	Run: win-64bit in conda env:  fuzzyalgo-py313
	dir_py_lib:  \<your-miniforge3-path>\miniforge3\envs\fuzzyalgo-py313\Lib
	dir_cwd:     \<your-source-path>\fuzzyalgo
	dir_script:  \<your-source-path>\fuzzyalgo
	name_user:   <your-username>
	name_host:   <your-hostname>
	mt5-server:  RoboForex-ECN
(fuzzyalgo-py313) \<your-source-path>\fuzzyalgo> conda deactivate
(base) \<your-source-path>\fuzzyalgo>

template:

\<your-source-path>\fuzzyalgo\MetaTrader5_TMPL\config_RoboForex-ECN\cf_accounts.tmpl

original:

\<your-source-path>\fuzzyalgo\MetaTrader5_TMPL\config_RoboForex-ECN\cf_accounts_<your-username>@<your-hostname>.json

links:

%APPDATA%\MetaTrader5_RF5D01\config\cf_accounts_<your-username>@<your-hostname>.json
%APPDATA%\MetaTrader5_RF5D02\config\cf_accounts_<your-username>@<your-hostname>.json
%APPDATA%\MetaTrader5_RF5D03\config\cf_accounts_<your-username>@<your-hostname>.json
%APPDATA%\MetaTrader5_RF5D04\config\cf_accounts_<your-username>@<your-hostname>.json

note: config*.json are excluded from git

{
   "RF5D01":{
      "login" : 0,
      "password" : "your-password-here",
      "server" : "RoboForex-ECN",
      "portable" : "True"
   },
   "RF5D02":{
      "login" : 0,
      "password" : "your-password-here",
      "server" : "RoboForex-ECN",
      "portable" : "True"
   },
   "RF5D03":{
      "login" : 0,
      "password" : "your-password-here",
      "server" : "RoboForex-ECN",
      "portable" : "True"
   },
   "RF5D04":{
      "login" : 0,
      "password" : "your-password-here",
      "server" : "RoboForex-ECN",
      "portable" : "True"
   }
}

run fuzzyalgo conda env fuzzyalgo-py313

run from ‘Miniforge Prompt’

start ‘Miniforge Cmd Prompt’ or ‘Miniforge Powershell Prompt’

spyder

> conda activate fuzzyalgo-py313
> cd \<your-source-path>\fuzzyalgo
> spyder 
> conda deactivate

jupyter notebook

> conda activate fuzzyalgo-py313
> cd \<your-source-path>\fuzzyalgo
> jupyter notebook
> conda deactivate

python

> conda activate fuzzyalgo-py313
> cd \<your-source-path>\fuzzyalgo
> python <your-python>.py
> conda deactivate

re-install conda env fuzzyalgo-py313

# if activated, then deactivate first
> conda activate fuzzyalgo-py313
> cd \<your-source-path>\fuzzyalgo
> jupyter notebook
> conda deactivate
# remove the env
> conda env remove -n fuzzyalgo-py313
# re-install the env
> cd \<your-source-path>\fuzzyalgo
> conda create -n fuzzyalgo-py313  nb_conda spyder numpy scipy pandas matplotlib sympy cython  python=3.13
> conda activate fuzzyalgo-py313
> python --version
	Python 3.13.2
> pip install filterpy scikit-fuzzy networkx pynput MetaTrader5
> pip install .\install\ta_lib-0.6.3-cp313-cp313-win_amd64.whl
> python setup.py
> conda deactivate

https://stackoverflow.com/questions/36851746/jupyter-notebook-500-internal-server-error?rq=1

(fuzzyalgo-py313) >pip install --upgrade --user nbconvert
	Installing collected packages: mistune, nbconvert
	  WARNING: The scripts jupyter-dejavu.exe and jupyter-nbconvert.exe are installed in '%APPDATA%\Python\Python313\Scripts' which is not on PATH.
	  Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.
	Successfully installed mistune-2.0.4 nbconvert-7.2.7

(fuzzyalgo-py313) > dir %APPDATA%\Python\Python313\Scripts

	Directory of %APPDATA%\Python\Python313\Scripts
	23/05/2023  20:09           108.421 jupyter-dejavu.exe
	23/05/2023  20:09           108.407 jupyter-nbconvert.exe
				   2 File(s)        216.828 bytes

(fuzzyalgo-py313) > copy %APPDATA%\Python\Python313\Scripts\Python\Python313\Scripts\jupyter-*.exe C:\apps\miniforge3\envs\fuzzyalgo-py313\Scripts

https://stackoverflow.com/questions/40114639/jupyter-conda-tab-an-error-occurred-while-retrieving-package-information/trackback/

jupyter serverextension disable nb_conda
jupyter serverextension enable nb_conda
conda install -c conda-forge nb_conda_kernels

TBD use it under linux

win
> pip install .\install\ta_lib-0.6.3-cp313-cp313-win_amd64.whl
> pip install MetaTrader5

linux
   https://pypi.org/project/ta-lib
   https://github.com/ta-lib/ta-lib-python
   https://ta-lib.org/
      $ pip install ta-lib

   https://pypi.org/project/MetaTrader5/
      from: MetaTrader5-5.0.4803-cp39-cp39-win_amd64.whl
      to:  MetaTrader5-5.0.4803-cp39-none-any.whl
      $ pip install .\install\MetaTrader5-5.0.4803-cp39-none-any.whl

linux links
   https://pypi.org/project/mt5linux/
      https://github.com/lucas-campagna/mt5linux
   https://pypi.org/project/mt5linux-tc/
      https://github.com/Traders-Connect/mt5linux-tc   
   https://medium.com/@asc686f61/use-mt5-in-linux-with-docker-and-python-f8a9859d65b1
      https://github.com/ASC689561/fx-tinny/

getting started documentation tools

plantuml with local renderer on windows

https://marketplace.visualstudio.com/items?itemName=jebbs.plantuml
- start CMD as admin and run the two commands:

@"%SystemRoot%\System32\WindowsPowerShell\v1.0\powershell.exe" -NoProfile -ExecutionPolicy Bypass -Command "iex ((New-Object System.Net.WebClient).DownloadString('https://chocolatey.org/install.ps1'))" && SET "PATH=%PATH%;%ALLUSERSPROFILE%\chocolatey\bin"

choco install plantuml

    ...

    Added C:\ProgramData\chocolatey\bin\dot.exe shim pointed to 'c:\program files\graphviz\bin\dot.exe'.
    graphviz may be able to be automatically uninstalled.
    The install of graphviz was successful.
        
    AdoptOpenJDKjre v16.0.1.901 [Approved]
    AdoptOpenJDKjre package files install completed. Performing other installation steps.
    The install of AdoptOpenJDKjre was successful.
    Deployed to 'C:\ProgramData\chocolatey\lib\adoptopenjdkjre'
    Downloading package from source 'https://community.chocolatey.org/api/v2/'
    Progress: Downloading plantuml 1.2025.2... 100%

    plantuml v1.2025.2 [Approved]
    plantuml package files install completed. Performing other installation steps.
    Java path: C:\Program Files\Eclipse Adoptium\jre-21.0.6.7-hotspot\bin
    Java args: -Dfile.encoding=UTF-8 -jar "C:\ProgramData\chocolatey\lib\plantuml\tools\plantuml.jar"
    Plantuml registered as plantuml
    Added C:\ProgramData\chocolatey\bin\plantuml.exe shim pointed to 'c:\program files\eclipse adoptium\jre-21.0.6.7-hotspot\bin\javaw.exe'.
    Added C:\ProgramData\chocolatey\bin\plantumlc.exe shim pointed to 'c:\program files\eclipse adoptium\jre-21.0.6.7-hotspot\bin\java.exe'.
    Creating desktop shortcuts
    The install of plantuml was successful.
    Software install location not explicitly set, it could be in package or
    default install location of installer.

    $ "C:\Program Files\Eclipse Adoptium\jre-21.0.6.7-hotspot\bin\java" -DPLANTUML_LIMIT_SIZE=4096 -Dfile.encoding=UTF-8 -jar "C:\ProgramData\chocolatey\lib\plantuml\tools\plantuml.jar" ./home_network.puml
    
    ...

@startuml
Alice -> Bob : hello
note right
<code>
main() {
  printf("Hello world");
}
</code>
end note
@enduml

@startuml
allowmixing

agent Agent
stack {
  json "JSON_file.json" as J {
    "fruit":"Apple",
    "size":"Large",
    "color": ["Red", "Green"]
  }
}
database Database

Agent -> J
J -> Database
@enduml

@startjson
{

"Creole":
  {
  "wave": "~~wave~~",
  "bold": "**bold**",
  "italics": "//italics//",
  "stricken-out": "--stricken-out--",
  "underlined": "__underlined__",
  "not-underlined": "~__not underlined__",
  "wave-underlined": "~~wave-underlined~~"
  },
"HTML Creole":
  {
  "bold": "<b>bold",
  "italics": "<i>italics",
  "monospaced": "<font:monospaced>monospaced",
  "stroked": "<s>stroked",
  "underlined": "<u>underlined",
  "waved": "<w>waved",
  "green-stroked": "<s:green>stroked",
  "red-underlined": "<u:red>underlined",
  "blue-waved": "<w:#0000FF>waved",
  "Blue": "<color:blue>Blue",
  "Orange": "<back:orange>Orange background",
  "big": "<size:20>big"
  },
"Graphic":
  {
  "OpenIconic": "account-login <&account-login>", 
  "Unicode": "This is <U+221E> long",
  "Emoji": "<:calendar:> Calendar",
  "Image": "<img:https://plantuml.com/logo3.png>"
  }

}
@endjson

ALT readme_json_01

This site is open source. Improve this page.

fuzzyalgo

fuzzyalgo.dev

Setup fuzzalgo on your pc

Dependencies

Create free MT5 demo ECN account at roboforex.com

clone git repo

install miniforge3 for windows 64bit

setup fuzzyalgo as linux conda env fuzzyalgo-py313

setup fuzzyalgo as conda env fuzzyalgo-py313

populate cf_accounts_<your-username>@<your-hostname>.json with MT5 login and password

run fuzzyalgo conda env fuzzyalgo-py313

run from ‘Miniforge Prompt’

spyder

jupyter notebook

python

re-install conda env fuzzyalgo-py313

https://stackoverflow.com/questions/36851746/jupyter-notebook-500-internal-server-error?rq=1

https://stackoverflow.com/questions/40114639/jupyter-conda-tab-an-error-occurred-while-retrieving-package-information/trackback/

TBD use it under linux

getting started documentation tools

plantuml with local renderer on windows