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This is a library to perform shift-invariant sparse dictionary learning, also known as convolutional sparse coding (CSC), on time-series data.
edfio is a Python package for reading and writing EDF and EDF+C files.
This package implements both parametric and permutation-based ARI, and is meant to be compatible with the MNE-Python ecosystem.
MNE-Python is an open-source Python package for exploring, visualizing, and analyzing human neurophysiological data such as MEG, EEG, sEEG, ECoG, and more. It includes modules for data input/output, preprocessing, visualization, source estimation, time-frequency analysis, connectivity analysis, machine learning, statistics, and more.
This package provides I/O functions for the CNT format from ANT Neuro.
The OpenMEEG software is a C++ package for solving the forward problems of electroencephalography (EEG) and magnetoencephalography (MEG).
Fypp is a Python powered preprocessor. It can be used for any programming languages but its primary aim is to offer a Fortran preprocessor, which helps to extend Fortran with condititional compiling and template metaprogramming capabilities. Instead of introducing its own expression syntax, it uses Python expressions in its preprocessor directives, offering the consistency and versatility of Python when formulating metaprogramming tasks.
deviceXlib is a library that wraps device-oriented routines and utilities, such as device data allocation, host-device data transfers. It supports CUDA language, together with OpenACC and OpenMP programming paradigms. It wraps a subset of functions from Nvidia cuBLAS, Intel oneMKL BLAS and AMD rocBLAS libraries.
Fortran Package Manager (fpm) is a package manager and build system for Fortran. Its key goal is to improve the user experience of Fortran programmers. It does so by making it easier to build your Fortran program or library, run the executables, tests, and examples, and distribute it as a dependency to other Fortran projects. Fpm's user interface is modeled after Rust's Cargo, so if you're familiar with that tool, you will feel at home with fpm. Fpm's long term vision is to nurture and grow the ecosystem of modern Fortran applications and libraries.
deviceXlib is a library that wraps device-oriented routines and utilities, such as device data allocation, host-device data transfers. It supports CUDA language, together with OpenACC and OpenMP programming paradigms. It wraps a subset of functions from Nvidia cuBLAS, Intel oneMKL BLAS and AMD rocBLAS libraries.
This package provides programmatic access to the CDS, ADS and EWDS data catalogues from the ECMWF.
Harmonica is a Python library for processing and modeling gravity and magnetic data. It includes common processing steps, like calculation of Bouguer and terrain corrections, reduction to the pole, upward continuation, equivalent sources, and more. There are forward modeling functions for basic geometric shapes, like point sources, prisms and tesseroids.
Provides a high-level interface to the ECWMF ECCODES C library for reading GRIB files. There are limited capabilities for writing GRIB files (you can modify the contents of an existing file, but you can't create one from scratch).
Pyresample is a python package for resampling geospatial image data. Resampling or reprojection is the process of mapping input geolocated data points to a new target geographic projection and area.
This package provides programmatic access to the data store catalogue of the Copernicus CDS.
This package provides methods for simulation and gradient-based parameter estimation in the context of geophysical applications.
The vision is to create a package for finite volume simulation with applications to geophysical imaging and subsurface flow. To enable the understanding of the many different components, this package has the following features:
modular with respect to the spacial discretization, optimization routine, and geophysical problem
built with the inverse problem in mind
provides a framework for geophysical and hydrogeologic problems
supports 1D, 2D and 3D problems
designed for large-scale inversions
Miami INsar Time-series software in PYthon.
Choclo is a Python library that hosts optimized kernel functions for running geophysical forward and inverse models, intended to be used by other libraries as the underlying layer of their computation.
This packge provides utilities to retrieve tile maps from the internet. It can add those tiles as basemap to matplotlib figures or write tile maps to disk into geospatial raster files. Bounding boxes can be passed in both WGS84 (EPSG:4326) and Spheric Mercator (EPSG:3857).
This package provides discretization tools for finite volume and inverse problems.
The vision is to create a package for finite volume simulation with a focus on large scale inverse problems. This package has the following features:
modular with respect to the spacial discretization
built with the inverse problem in mind
supports 1D, 2D and 3D problems
access to sparse matrix operators
access to derivatives to mesh variables
Currently, discretize supports:
Tensor Meshes (1D, 2D and 3D)
Cylindrically Symmetric Meshes
QuadTree and OcTree Meshes (2D and 3D)
Logically Rectangular Meshes (2D and 3D)
Triangular (2D) and Tetrahedral (3D) Meshes
This package estimates differential phase delay maps due to the stratified atmosphere for correcting radar interferograms.
This package provides conversion functions between UTM and WGS84 coordinates.
This package provides a Python wrapper for solid to compute solid Earth tides.
This package provides a geospatial extension for xarray powered by rasterio.