pyRiemann
Riemannian analysis
A Python package for multivariate data analysis using Riemannian geometry of positive definite matrices
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
649 stars
31 watching
162 forks
Language: Python
last commit: almost 2 years agoLinked from 1 awesome list
brain-computer-interfacecovariance-estimationcovariance-matrixeeghermitian-matricesimage-processingmachine-learningpositive-definite-matricespythonradar-imageremote-sensingriemannian-geometrysignal-processingstatisticssymmetric-matricestime-series
neurotechx/awesome-bciRelated projects:
| Repository | Description | Stars |
|---|---|---|
| pyriemann/pyriemann-qiskit | This library provides tools and classes to interface with Qiskit for machine learning and quantum programming using Riemannian geometry. | 23 |
 mariogeiger/hessian | Provides tools for efficient computation of Hessian matrices and Jacobian tensors in PyTorch. | 186 |
 noahgolmant/pytorch-hessian-eigenthings | An efficient library for computing the eigendecomposition of Hessian matrices in PyTorch models. | 367 |
 hyriver/pydaymet | A Python library for retrieving and processing climate data from the Daymet Webservice | 11 |
 sigma-py/quadpy | Provides a comprehensive set of numerical integration schemes for various domains and dimensionality | 768 |
 mrgemy95/visual-interaction-networks-pytorch | An implementation of Deepmind's Visual Interaction Networks using PyTorch to predict future events in physical scenes. | 166 |
 toddheitmann/petropy | A Python package for geoscience computing of formation evaluation data | 179 |
 mathlab/pydmd | Analyzes complex datasets to extract underlying dynamics and coherent structures | 77 |
 johannfaouzi/pyts | A Python package for time series classification and analysis | 1,781 |
 kimhc6028/relational-networks | A PyTorch implementation of a neural network module for relational reasoning in computer vision tasks | 809 |
 pynbody/pynbody | Tools for analyzing astrophysical simulation data from various codes | 167 |
 hassony2/kinetics_i3d_pytorch | Transfers pre-trained I3D network weights from TensorFlow to PyTorch | 532 |
 uber/orbit | A Python package for Bayesian time series forecasting and inference with probabilistic programming languages under the hood. | 1,899 |
 perrygeo/python-rasterstats | Computes summary statistics of geospatial raster datasets based on vector geometries | 531 |
 creare-com/pydem | A Python package for fast and parallel topographic analysis of digital elevation models | 116 |