ahwillia / tensor-demo
A quickstart guide to tensor decomposition
☆69Updated 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
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 3 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆49Updated 8 years ago
- Recordings of 10k neurons during spontaneous behaviors☆50Updated 10 months ago
- Pytorch implementation of LocaNMF☆34Updated 4 years ago
- Gaussian Process Factor Analysis☆28Updated 9 years ago
- A class for using ML algorithms for spike prediction☆59Updated 7 years ago
- Python tools for analysis of neurophysiology data☆36Updated last year
- 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
- 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
- An algorithm for unsupervised discovery of sequential structure☆164Updated 10 months ago
- Tools for spike data analysis and visualization☆104Updated 2 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- 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 LFADS for demo at CAN workshop☆19Updated 5 years ago
- ☆9Updated 4 years ago
- Multichannel time series lossless compression in pure Python based on NumPy and zlib☆38Updated 6 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆164Updated last year
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆26Updated 8 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆28Updated 4 years ago
- This code package is for the Corrected-Fisher-Randomization (CFR) method. This method generates random surrogate data that preserves a sp…☆10Updated 7 years ago
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago
- Dynamical Components Analysis☆31Updated last year
- Codebase for Cross-Spectral Factor Analysis (Gallagher et al., 2017)☆12Updated 4 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆126Updated 3 years ago
- Deconvolution of calcium imaging data☆86Updated 3 weeks ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago