Midas Python Packages

midas-pipeline

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-suite

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-diffract

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-transforms

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-stress

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-index

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-process-grains

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-params

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-ff-pipeline

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

depth-estimation

Unified Python library for monocular depth estimation with one API for inference, video streaming, visualization, evaluation, fine-tuning, and dataset loading.

midas-hkls

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-peakfit

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-integrate

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

midas-fit-grain

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

nsdf-dark-matter-cli

Nexus-DM: Networked Exchange for Dark Matter “Connect data, code, and community"

midas-integrate-v2

The repository provides codes under the Microstructural Identification using Diffraction Analysis Software

nsdf-dark-matter

Nexus-DM: Networked Exchange for Dark Matter “Connect data, code, and community"

midas-zipper

Standalone zarr-zip generation for MIDAS FF/PF workflows (no C-binary or source-tree dependency).

midas-nf-preprocess

Differentiable PyTorch port of NF-HEDM preprocessing (CPU/CUDA/MPS): hex grid, tomo filter, diffraction-spot prediction, image processing

midas-nf-fitorientation

Differentiable NF-HEDM orientation and calibration fitter (drop-in replacement for FitOrientationOMP, FitOrientationParameters, FitOrientationParametersMultiPoint)

midas-distortion

Canonical MIDAS radial-distortion model: layout tables, v1<->v2 coefficient mapping, and a backend-agnostic (numpy/torch) distortion kernel.

midas-nf-pipeline

Pure-Python NF-HEDM pipeline orchestrator (single + multi-resolution, multi-layer) — drop-in replacement for nf_MIDAS.py / nf_MIDAS_Multiple_Resolutions.py

midas-uq

Cross-validation based uncertainty quantification for HEDM grain refinement (FF, NF, pf)

midas-propagate

End-to-end uncertainty propagation and joint re-refinement for HEDM (calibration -> indexing -> per-grain refinement -> stress)