ahwillia / tensor-demo
A quickstart guide to tensor decomposition
☆70Updated 2 years ago
Alternatives and similar repositories for tensor-demo:
Users that are interested in tensor-demo are comparing it to the libraries listed below
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Gaussian Process Factor Analysis☆30Updated 9 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- CNN Neural System Identification Model☆30Updated 7 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆49Updated 9 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 7 years ago
- Recordings of 10k neurons during spontaneous behaviors☆50Updated 11 months ago
- An algorithm for unsupervised discovery of sequential structure☆164Updated last year
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- Pytorch implementation of LocaNMF☆35Updated 5 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Tools for spike data analysis and visualization☆104Updated 2 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆165Updated last year
- Partial Entropy Decomposition and Partial Information Decomposition with pointwise surprisal measures☆44Updated last year
- Extracting neuronal functional network dynamics via adaptive Granger causality analysis☆18Updated 6 years ago
- Deconvolution of calcium imaging data☆90Updated last month
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆27Updated 8 years ago
- Python tools for analysis of neurophysiology data☆36Updated last year
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆44Updated 10 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆125Updated 3 years ago
- Python code for estimation of linear-nonlinear model parameters☆22Updated 3 years ago