ahwillia / tensor-demoLinks
A quickstart guide to tensor decomposition
☆72Updated 3 years ago
Alternatives and similar repositories for tensor-demo
Users that are interested in tensor-demo are comparing it to the libraries listed below
Sorting:
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆174Updated last year
- Gaussian Process Factor Analysis☆30Updated 10 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 4 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- A class for using ML algorithms for spike prediction☆61Updated 7 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 6 years ago
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 8 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Recordings of 10k neurons during spontaneous behaviors☆53Updated last year
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆13Updated 2 years ago
- An algorithm for unsupervised discovery of sequential structure☆167Updated last year
- Linear-Nonlinear-Poisson (LNP) model fitting via Maximally-Informative-Dimensions (MID) / maximum likelihood☆19Updated 7 years ago
- Python code for estimation of linear-nonlinear model parameters☆22Updated 4 years ago
- Dynamical Components Analysis☆32Updated 2 weeks ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆305Updated 3 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆38Updated last year
- Spike sorting software being developed at Flatiron Institute, based on JRCLUST (Janelia Rocket Cluster)☆28Updated 3 years ago
- Some python functions to supplement the NEURON python module☆29Updated 6 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 6 years ago
- Code for fitting neural spike trains with nonparametric hidden Markov and semi-Markov models built upon mattjj's PyHSMM framework.☆14Updated 7 years ago
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- Recurrent Switching Linear Dynamical Systems☆112Updated 2 years ago
- This code package is for the Corrected-Fisher-Randomization (CFR) method. This method generates random surrogate data that preserves a sp…☆10Updated 8 years ago