ML Trainer Desktop App

A native desktop (non-browser) machine learning application.

Features:

• Classification
• Regression
• Clustering
• Anomaly Detection
• Dimensionality Reduction

🛠️ Running from Source (Development Mode)

If you want to run the app from source code instead of the EXE:

conda create -n ml-desktop python=3.10 -y conda activate ml-desktop pip install -r requirements.txt python main.py

🏗️ Build Windows Executable (EXE)

To build a standalone Windows app:

pip install pyinstaller pyinstaller --noconsole --onefile --name "ML-Trainer" main.py

The executable will be created in:

dist/ML-Trainer.exe

⚠️ Important Notes

Python 3.10 is required

First launch may take a few seconds (PyInstaller extraction)

Do NOT commit dist/ or build/ folders to git

Upload EXE to GitHub Releases, not source tree

If antivirus flags the EXE → it’s a PyInstaller false positive

📦 Recommended .gitignore

Python

pycache/ *.pyc

Conda

.env .venv

Build artifacts

build/ dist/ *.exe *.spec

OS

.DS_Store Thumbs.db

🚀 Versioning

v1.0.0 → First stable desktop release

Source = GitHub repo

Binary = GitHub Releases