Alex Williams's Projects
An implementation of piecewise linear time warping for multi-dimensional time series alignment
BlackJAX is a sampling library designed for ease of use, speed and modularity.
Concatenated Array views in Julia.
Convolutive Matrix Factorization in Julia
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Einstein summation notation in Julia
List of Open Access Neuroscience Datasets
A module for fitting Hidden Markov Models in Julia
my personal blog
:fallen_leaf: useful functions and utilities for scientific python
The Journal of Open Source Software
Some methods for comparing network representations in deep learning and neuroscience.
Tools for fitting NMF
Some benchmark optimization problems for testing new algorithms
Some python functions to supplement the NEURON python module
An algorithm for unsupervised discovery of sequential structure
Implementation of Sinkhorn Divergence Loss in Jax
Sparse multi-dimensional arrays for the PyData ecosystem
Bayesian learning and inference for state space models
Semi-supervised tensor decompositions
A quickstart guide to tensor decomposition
Computation using data flow graphs for scalable machine learning
TensorLy: Tensor Learning in Python.