The bidirectional mapping library for Python.

Recipe for a General, Powerful, Scalable Graph Transformer

Machine Learning and Artificial Intelligence for Medicine.

[JMLR] Differentiable fast wavelet transforms in PyTorch with GPU support.

Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.

Implementation of 'DIVA: Domain Invariant Variational Autoencoders'

Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portrait features. Includes specific example on dynamical systems…

🧠 EEG Processing pipeline that annotates continuous data

Targeting EEG/LFP synchrony with neural nets

The companion code for the paper "Variational inference via Wasserstein gradient flows (W-VI) M. Lambert, S. Chewi, F. Bach, S. Bonnabel, P. Rigollet."

Repository for the AugmentedPCA Python package.

PyTorch implementations of the beta divergence loss.

A PyTorch based hidden Markov modeling library

Python implementation of the directed spectrum

A pure python implementation of the Landau distribution, easy to install and to use