flatironinstitute / online_pspLinks
A collection of computationally efficient algorithms for online subspace learning and principal component analysis
☆41Updated 7 years ago
Alternatives and similar repositories for online_psp
Users that are interested in online_psp are comparing it to the libraries listed below
Sorting:
- local non-uniformity correction for mutual information estimation☆70Updated 4 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 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
- A matlab toolbox to perform Wasserstein Dictionary Learning or NMF☆32Updated 9 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆127Updated 4 years ago
- Preconditioned ICA for Real Data☆113Updated last month
- Code for fitting neural spike trains with nonparametric hidden Markov and semi-Markov models built upon mattjj's PyHSMM framework.☆14Updated 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
- Collapsed Variational Bayes☆72Updated 5 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 7 years ago
- A Python convex optimization package using proximal splitting methods☆112Updated last year
- ☆16Updated 9 years ago
- RSVDPACK: Implementations of fast algorithms for computing the low rank SVD, interpolative and CUR decompositions of a matrix, using ran…☆92Updated 2 years ago
- Time-Contrastive Learning☆65Updated 7 years ago
- Automatic ROI Detection☆19Updated 9 years ago
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Updated 5 years ago
- Kernel Methods Toolbox for Matlab/Octave☆52Updated 6 years ago
- Group elastic net implementation in PyTorch.☆45Updated 4 years ago
- GPU-Suite☆86Updated 8 years ago
- A Python implementation of fast non-negative deconvolution☆23Updated 5 years ago
- k-Nearest Neighbor Information Estimator☆26Updated 6 years ago
- Randomized Dimension Reduction Library☆115Updated 4 years ago
- Adversarial Non-linear Independent Component Analysis☆50Updated 7 years ago
- Code for density estimation with nonparametric cluster shapes.☆39Updated 9 years ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆45Updated 10 years ago
- autoregressive plugin☆27Updated 2 years ago
- A simple Python implementation of R-PCA☆244Updated 2 years ago
- Variational Bayes linear and logistic regression☆34Updated 6 years ago
- Canonical Correlation Forests☆20Updated 6 years ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆47Updated 4 years ago