ahwillia / mit-tensorLinks
☆29Updated 6 years ago
Alternatives and similar repositories for mit-tensor
Users that are interested in mit-tensor are comparing it to the libraries listed below
Sorting:
- A quickstart guide to tensor decomposition☆71Updated 3 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Updated 4 years ago
- ☆23Updated last year
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- An algorithm for unsupervised discovery of sequential structure☆26Updated 6 years ago
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆59Updated 11 months ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Tree-structured recurrent switching linear dynamical systems☆36Updated 4 years ago
- Black box variational inference for state space models☆2Updated 8 years ago
- Dynamical Components Analysis☆32Updated last year
- 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
- Gaussian Process Factor Analysis with Dynamical Structure☆16Updated 4 years ago
- neuronal message passing☆17Updated 6 years ago
- Preconditioned ICA for Real Data☆108Updated 6 months ago
- My PhD Thesis☆22Updated 9 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 5 years ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Fit an Ising model with neural spike train data using Minimum Probability Flow Learning. Based on code from Jascha Sohl-Dickstein.☆18Updated 8 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆28Updated 3 years ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 4 years ago
- Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB☆32Updated last year
- ☆10Updated last year
- ☆12Updated last year
- Neural Optimal Feedback Control☆11Updated 3 years ago
- Recordings of 10k neurons during spontaneous behaviors☆52Updated last year
- Tikhonov regression in python☆32Updated last year
- Estimating Noise Correlations in Neural Populations with Wishart Processes☆8Updated last year