Python implementation of LES, a distance between unaligned high dimensional point-clouds

FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks

Code for "Model-agnostic Measure of Generalization Difficulty (ICML 2023)"

State Space Models library in JAX

Interactive textbook on state-space models

A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely…

PyTorch Lightning utilities that make it easier to train and evaluate deep models for the Neural Latents Benchmark.

Make your own gifs of Conv2d forward pass

MATLAB code for Audapter

Deep Learning (with PyTorch)

NYU Deep Learning Spring 2021

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

Summer course content for Neuromatch Academy

Gramm is a complete data visualization toolbox for Matlab. It provides an easy to use and high-level interface to produce publication-quality plots of complex data with varied statistical visualiza…

Code that'll help you kickstart a personal website that showcases your work as a software developer.

Google Cloud tutorial and setup

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

    These datasets are the glomerular responses used in the manuscript "Mosaic representations of odors in the input and output layers of the mouse olfactory bulb", published in Nature Neuroscience…

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

Psychophysics Toolbox Version 3 (PTB-3) is a free set of Matlab and GNU Octave functions for vision and neuroscience research.

A modern vim plugin for editing LaTeX files.

🌺 Minimalist Vim Plugin Manager

Probabilistic Modeling Toolkit for Matlab/Octave.

Tutorial notebooks for hands-on data science, following along with the course topics.

Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).