New York, NY

Alex Williams

Elite
@ahwillia

Asst Prof (NYU Center for Neural Science) and Project Leader (Flatiron Institute Center for Computational Neuroscience)

neurostatslab.org/

affinewarp. An implementation of piecewise linear time warping for multi-dimensional time series alignment

191

Einsum.jl. Einstein summation notation in Julia

166

netrep. Some methods for comparing network representations in deep learning and neuroscience.

145

tensor-demo. A quickstart guide to tensor decomposition

73

CatViews.jl. Concatenated Array views in Julia.

66

tensortools. A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA

39

mit-tensor.

28

PyNeuron-Toolbox. Some python functions to supplement the NEURON python module

28

TimeWarp.jl. Dynamic Time Warping (DTW) and related algorithms in Julia

13

HiddenMarkovModel.jl. A module for fitting Hidden Markov Models in Julia

9

rnn_remapping_paper. Jupyter Notebook

4

sinkdiv. Implementation of Sinkhorn Divergence Loss in Jax

4

freedata. List of Open Access Neuroscience Datasets

2

Williams-etal-Synaptic-Transport. Code and Supplementary Notes for Williams et al. (2016) "Dendritic trafficking faces physiologically critical speed-precision tradeoffs."

2

nmftools. Tools for fitting NMF

2

lvl. Python

2

torch_convnmf. Pytorch implementation of convolutional matrix factorization

1

ahwillia.github.com. JavaScript

1

OptimizationBenchmarks.jl. Some benchmark optimization problems for testing new algorithms

1
19
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