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KherveSheet

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An Excel-inspired spreadsheet workbench for scientific data.

A spreadsheet that speaks science: familiar Excel-style formulas and layout combined with an embedded scientific plotting engine and curve fitting. Import and export .xlsx, fit your data, and produce publication-quality charts without leaving the sheet.

Download for Windows Portable zip (no install) Download for macOSFree & open source · unsigned installer — Windows may warn on first run (choose “More info” → “Run anyway”).macOS build is v0.1.617, Apple Silicon (arm64) — the Windows build is v0.1.610. Unsigned, so right-click the app → Open the first time to get past Gatekeeper.

Attributes

AI built in

A built-in AI chat assistant (Claude and OpenAI providers) with spreadsheet tools — it can read your sheet, write formulas, and help analyse your data in place.

Built with

A modern stack of well-known scientific Python libraries.

PyQt5matplotlibNumPySciPylmfitopenpyxlh5pypygit2anthropicopenai

Examples

Curve fitting on noisy data
Curve fitting on noisy data
Curie–Weiss law analysis
Curie–Weiss law analysis
Projectile motion
Projectile motion
Weather data exploration
Weather data exploration

Documentation

Getting started

Run python KherveSheet.py (or python -m khervesheet). The window opens on an empty workbook: type values and formulas exactly as you would in Excel, and drop an .xlsx file onto the grid to import it.

Plotting

Select data and insert a chart — the embedded KhervePlot engine renders publication-quality matplotlib figures inside the sheet, and every chart stays linked to its source cells.

Curve fitting

The fitting tools run SciPy / lmfit models against columns of sheet data and write the fitted parameters and curves back, so the analysis lives next to the numbers.

File formats

Native documents are .ksheet (HDF5); Excel .xlsx import and export are built in with openpyxl. Crash recovery logs to the system temp folder.

Versions

v0.1.617macOS2026-08-01

Disk image for Apple Silicon (arm64).

v0.1.610Latest2026-07-14

An Excel-inspired spreadsheet workbench for scientific data.

Part of the Kherve Tools family

Applications made by a scientist, for scientists.

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