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☆72Updated 3 years ago
- Black box variational inference for state space models☆2Updated 9 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 7 years ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆172Updated last year
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 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
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Updated 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
- My PhD Thesis☆22Updated 9 years ago
- Proximal algorithms and operators in python☆26Updated 6 years ago
- An algorithm for unsupervised discovery of sequential structure☆26Updated 7 years ago
- ☆73Updated 3 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- Dimensionality reduction of spikes trains☆48Updated 3 years ago
- ☆23Updated last year
- Gaussian Process Factor Analysis with Dynamical Structure☆17Updated 4 years ago
- Estimating Noise Correlations in Neural Populations with Wishart Processes☆8Updated last year
- Recurrent state-space models for decision making☆30Updated 2 years ago
- Tree-structured recurrent switching linear dynamical systems☆36Updated 5 years ago
- Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB☆226Updated 2 years ago
- Responses of 10,000 neurons to 2,800 natural images☆70Updated 5 years ago
- Preconditioned ICA for Real Data☆113Updated last month
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 5 years ago
- latent manifold tuning model / P-GPLVM☆12Updated 6 years ago
- Convolution dictionary learning for time-series☆131Updated last week
- ☆39Updated last year
- 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
- A class for using ML algorithms for spike prediction☆61Updated 7 years ago
- Automated dynamical systems inference☆38Updated 2 years ago