ninamiolane
Assistant Professor of Electrical and Computer Engineering at UC Santa Barbara. PI in the Geometric Intelligence Lab.
Pinned Repositories
geomstats
Computations and statistics on manifolds with geometric structures.
administrative
Project management related documents for scikit-learn
aelstm
akcarsten.github.io
github page
awesome-neural-geometry
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
awesome-tnns
geomstats
Computations and statistics on manifolds with geometric structures.
keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
v221
Proceedings of the 2nd Annual Topology, Algebra, and Geometry in Machine Learning (TAG-ML)
vaetree
ninamiolane's Repositories
ninamiolane/geomstats
Computations and statistics on manifolds with geometric structures.
ninamiolane/v221
Proceedings of the 2nd Annual Topology, Algebra, and Geometry in Machine Learning (TAG-ML)
ninamiolane/administrative
Project management related documents for scikit-learn
ninamiolane/awesome-neural-geometry
A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond
ninamiolane/awesome-tnns
ninamiolane/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
ninamiolane/calatrava
A Python code architecture analyzer
ninamiolane/challenge-iclr-2021
GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021
ninamiolane/challenge-iclr-2022
GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021
ninamiolane/compSPI
Computational Single Particle Imager.
ninamiolane/cwn
Message Passing on Simplicial and Cell Complexes
ninamiolane/dots
ninamiolane/emg_sign_recognition
Notebooks to show and compare different classifiers of sEMG signal
ninamiolane/equivariant-MLP
A library for programmatically generating equivariant layers through constraint solving
ninamiolane/giotto-tda
A high-performance topological machine learning toolbox in Python
ninamiolane/intro-python-datasci
Intro to Python for Data Science Workshop
ninamiolane/ioSPI
I/O, visualization and methods to compare with other tools
ninamiolane/jmlr-style-file
LaTeX style file for the Journal of Machine Learning Research
ninamiolane/move
Articulated objects
ninamiolane/pymanopt
Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation
ninamiolane/pyRiemann
Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface
ninamiolane/reduceSPI
data reduction models
ninamiolane/scikit-learn
scikit-learn: machine learning in Python
ninamiolane/scipy_proceedings
Tools used to generate the SciPy conference proceedings
ninamiolane/season-of-docs
Supporting materials for Google's Season of Docs 2021
ninamiolane/sgi-introduction-course
A course for getting started with geometry processing using MATLAB and gptoolbox
ninamiolane/simSPI
differentiable forward models
ninamiolane/sktime
A unified framework for machine learning with time series
ninamiolane/synthcity
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
ninamiolane/TopoModelX
Topological Deep Learning