Projects | Tangent

Corn Nitrogen Response Modeling

Dose–response modeling of corn nitrogen fertilization, pairing canonical agronomic forms with modern machine learning and calibrated uncertainty

PyTorch GPyTorch XGBoost scikit-learn +2

Goblin

Physics-based mineral prospectivity model: geophysical inversion, 3D subsurface reconstruction by diffusion, and at-depth uncertainty (work in progress)

PyTorch Diffusion models Geophysical inversion Geological modeling +1

`meandre` - Differentiable Hydrology

Process-based hydrological modeling with automatic differentiation for gradient-based calibration and hybrid physics-AI models

PyTorch DuckDB Hydrology

tangent/ds

JavaScript data science toolkit

JavaScript datascience

Tangent Notebooks

Lightweight local notebook computing environment for JavaScript, powered by WebAssembly

JavaScript WebAssembly Svelte Monaco

`nuee` - Multivariate Analysis in Ecology

Analyse multivariée en écologie

Python Multivariate statistics Ecology

Automated Plant Ionomics Analysis

Comprehensive automated workflow for science-based ionomics analysis in agricultural research

Python Marimo scikit-learn