ContextLab / seqnmf
An algorithm for unsupervised discovery of sequential structure
☆25Updated 6 years ago
Alternatives and similar repositories for seqnmf:
Users that are interested in seqnmf are comparing it to the libraries listed below
- A class for using ML algorithms for spike prediction☆59Updated 7 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- Calculate phase-amplitude coupling in Python (and Matlab).☆24Updated 7 years ago
- Dynamical Components Analysis☆32Updated last year
- An algorithm for unsupervised discovery of sequential structure☆164Updated 11 months ago
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- Coding exercises for Neural Data Science at CSHL in 2019☆28Updated 4 years ago
- Tools for spike data analysis and visualization☆104Updated 2 years ago
- A quickstart guide to tensor decomposition☆70Updated 2 years ago
- 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
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated last week
- MultiViewICA: Modeling shared sources☆29Updated 3 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆46Updated this week
- Tutorial☆10Updated 4 years ago
- Python tools for analysis of neurophysiology data☆36Updated last year
- Recordings of 10k neurons during spontaneous behaviors☆50Updated 11 months ago
- cli for downloading data from crcns.org☆31Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆20Updated last year
- Python implementation of spike distance metrics☆73Updated 7 months ago
- Deconvolution of calcium imaging data☆90Updated last month
- Fitting and simulation of Poisson generalized linear model for single and multi-neuron spike trains (Pillow et al 2008).☆37Updated 5 years ago
- 🔋 Utilities for scientific python☆19Updated 7 months ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- latent manifold tuning model / P-GPLVM☆13Updated 5 years ago
- YASS: Yet Another Spike Sorter☆66Updated 2 years ago
- Python code for estimation of linear-nonlinear model parameters☆22Updated 3 years ago
- Gaussian process factor analysis with Poisson observations☆18Updated 2 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year