slinderman / pyglmLinks
Interpretable neural spike train models with fully-Bayesian inference algorithms
☆48Updated 7 years ago
Alternatives and similar repositories for pyglm
Users that are interested in pyglm are comparing it to the libraries listed below
Sorting:
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- Tools for spike data analysis and visualization☆108Updated 2 years ago
- A class for using ML algorithms for spike prediction☆61Updated 7 years ago
- Python tools for analysis of neurophysiology data☆37Updated last year
- 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
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆27Updated 9 years ago
- Recordings of 10k neurons during spontaneous behaviors☆53Updated last year
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆45Updated 10 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
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 4 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆100Updated last year
- My PhD Thesis☆22Updated 9 years ago
- cli for downloading data from crcns.org☆31Updated last year
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 6 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 6 years ago
- a Python machine learning library for neurophysiology data☆36Updated 6 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- A Python 3 toolbox for neural receptive field estimation using splines and Gaussian priors.☆25Updated last year
- Recurrent Switching Linear Dynamical Systems☆112Updated 2 years ago
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆78Updated 3 years ago
- Dynamical Components Analysis☆32Updated 2 weeks ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆21Updated 5 years ago
- 🔋 Utilities for scientific python☆19Updated 3 months ago
- Python implementation of spike distance metrics☆74Updated last year
- An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)☆305Updated 3 years ago
- Calculate phase-amplitude coupling in Python (and Matlab).☆25Updated 8 years ago