ganguli-lab / twpcaLinks
š Time-warped principal components analysis (twPCA)
ā127Updated 4 years ago
Alternatives and similar repositories for twpca
Users that are interested in twpca are comparing it to the libraries listed below
Sorting:
- Interpretable neural spike train models with fully-Bayesian inference algorithmsā48Updated 7 years ago
- Dimensionality reduction of spikes trainsā49Updated 4 years ago
- A quickstart guide to tensor decompositionā72Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.ā52Updated 9 years ago
- A class for using ML algorithms for spike predictionā61Updated 7 years ago
- Tools for spike data analysis and visualizationā109Updated 2 years ago
- a Python machine learning library for neurophysiology dataā36Updated 7 years ago
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)ā312Updated 3 years ago
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.ā78Updated 3 years ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and nā¦ā45Updated 11 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCAā175Updated last year
- autoregressive pluginā27Updated 3 years ago
- Timeseries analysis for neuroscience dataā255Updated last week
- Dynamical Components Analysisā33Updated 2 months ago
- Distribution Alignment Decoder (DAD)ā16Updated 7 years ago
- Recordings of 10k neurons during spontaneous behaviorsā54Updated last year
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlationsā19Updated 4 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified ā¦ā18Updated 8 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Researchā28Updated 9 years ago
- ā98Updated 7 years ago
- Responses of 10,000 neurons to 2,800 natural imagesā72Updated 6 years ago
- Recurrent Switching Linear Dynamical Systemsā114Updated 2 years ago
- Preconditioned ICA for Real Dataā115Updated last month
- Python tools for analysis of neurophysiology dataā37Updated 2 years ago
- latent manifold tuning model / P-GPLVMā13Updated 6 years ago
- Gaussian Process Factor Analysisā31Updated 10 years ago
- Hidden Markov Models (HMMs) with tied states and autoregressive observationsā23Updated 5 years ago
- Some python functions to supplement the NEURON python moduleā29Updated 6 years ago
- An algorithm for unsupervised discovery of sequential structureā168Updated last year
- A tutorial on neuroinformatics resources for computational modellersā67Updated 6 years ago