The-QML-IDE

The QML IDE

AI-native IDE (quantum coming later). Electron desktop app with a three-panel layout — pandas data view, Monaco code editor, and an interactive ML panel that stays two-way in sync with the code.

Status: v0.1

• Left: pandas DataFrame view with right-click column menu (sort, filter, fillna, dropna, astype, rename, drop). Every UI op emits the equivalent pandas code into the editor.
• Middle: Monaco Python editor. Run executes against a persistent Python sidecar and updates the data panel.
• Right: Linear regression. Pick target + feature, tune test_size / fit_intercept, click Fit to see scatter + fit line, R², MSE; the fitted snippet is appended to the editor.
• Workspace: File → Open Folder loads a folder tree in the far-left rail. Clicking a CSV loads it as a frame; other files open in the editor.
• File → Load from Kaggle… is a stub for v0.2.

Requirements

• Node 18+ (Electron 31)
• Python 3.10+ with pandas, numpy, scikit-learn, openpyxl

Set QMLIDE_PYTHON to override the Python executable.

Run

npm install
pip install -r requirements.txt
npm start

Layout

src/
  main/       Electron main process + preload bridge
  python/     Python sidecar (JSON-RPC over stdio)
  renderer/   HTML/CSS/JS UI (ES modules)
    panels/   workspace, data, editor, ML, kaggle

Roadmap

• v0.2: Kaggle API download, k-means, logistic regression, decision tree, code→UI sync via AST.
• v0.3+: Quantum panels (Qiskit / PennyLane).