jhallock7 / SparseBayes-Python
Python translation of Mike TIpping's SparseBayes MATLAB program
☆13Updated 9 years ago
Related projects ⓘ
Alternatives and complementary repositories for SparseBayes-Python
- Statistics for high-dimensional data (homogeneity, sphericity, independence, spherical uniformity)☆17Updated 5 months ago
- Bayesian GPLVM in MATLAB and R☆74Updated 7 years ago
- Canonical Correlation Forests☆20Updated 6 years ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆44Updated 10 years ago
- Tikhonov regression in python☆28Updated 11 months ago
- Black box variational inference for state space models☆1Updated 8 years ago
- ☆15Updated 8 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 6 years ago
- Dimensionality reduction of spikes trains☆48Updated 3 years ago
- Bayesian mixed-effects modeling of fMRI data in Python☆39Updated 3 years ago
- Several maximum likelihood ICA algorithms, including Picard☆22Updated 7 years ago
- Partial Entropy Decomposition and Partial Information Decomposition with pointwise surprisal measures☆41Updated 11 months ago
- Python implementation of fast-oopsi, smc-oopsi, wiener, and discretize with binning☆14Updated 2 years ago
- Functions for calculating mutual information and other information theoretic quantities using a parametric Gaussian copula.☆79Updated 4 years ago
- Information Theoretic Tools for Python☆90Updated 5 years ago
- Efficient python code for running ridge regression with cross validation☆47Updated 4 years ago
- Implementation of Hidden Markov Models in pymc3☆59Updated 7 years ago
- My PhD Thesis☆21Updated 8 years ago
- Look Ahead Hamiltonian Monte Carlo☆30Updated 9 years ago
- ☆90Updated 6 years ago
- LaTex code for creating my CV☆11Updated 5 years ago
- Variational Bayes linear and logistic regression☆34Updated 5 years ago
- elastic fda python code☆51Updated 2 months ago
- A Python convex optimization package using proximal splitting methods☆110Updated last year
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆72Updated 4 years ago
- Multi-task regression in Python☆26Updated 3 years ago
- Utilities and tools for machine learning on BOLD-fMRI data☆14Updated 3 years ago
- Matlab code for fitting multidimensional t-distributions☆13Updated 11 years ago
- ARfit: Multivariate Autoregressive Model Fitting☆25Updated 7 years ago
- Conquering confounds and covariates: methods, library and guidance☆38Updated 7 months ago