Alex Williams (ahwillia)

ahwillia

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Company:NYU / Flatiron Institute

Location:New York, NY

Home Page:http://neurostatslab.org/

Twitter:@ItsNeuronal

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lindermanlab

Alex Williams's starred repositories

conference-website-template

Simple HTML/CSS website template for an academic/tech conference

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netrep

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

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repsim

PyTorch-based library for various kinds of representational-similarity analysis

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stochman

Algorithms for computations on random manifolds made easier

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braintime

Brain Time Toolbox: Warp electrophysiological data from clock time to brain time and analyze the dynamic neural patterns of cognitive processes.

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figurl

Shareable, interactive scientific figures in the cloud

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minian

miniscope analysis pipeline with interactive visualizations

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pytorch-minimize

Newton and Quasi-Newton optimization with PyTorch

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geotorch

Constrained optimization toolkit for PyTorch

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pymc

Bayesian Modeling and Probabilistic Programming in Python

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vbgcp

Probabilistic Tensor Decomposition of Neural Population Spiking Activity

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pytorch-minimize

Use scipy.optimize.minimize as a PyTorch Optimizer.

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mat7.3

Load MATLAB 7.3 .mat files. I.e. load hdf5 into Python datatypes.

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adjustText

A small library for automatically adjustment of text position in matplotlib plots to minimize overlaps.

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clusim

An extended package for clustering similarity

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AP_histology

Histology processing

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cuosqp

Python interface for CUDA implementation of OSQP

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rolling-variance

Simple code for efficient calculation of online updates to moving or running variance and mean using Welford's method.

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PPSeq.jl

Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains

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Peaks.jl

Find peaks (local extrema) of signals

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py-glm

Generalized Linear Models in Sklearn Style

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basis-expansions

Basis expansion transformers in sklearn style.

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ssm

Bayesian learning and inference for state space models

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repo-remover

A web app that helps you archive and delete old/unused repos, quickly and easily.

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nitime

Timeseries analysis for neuroscience data

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CMF.jl

Convolutive Matrix Factorization in Julia

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datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

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