timothyrubin / python_gclda
Generalized Correspondence LDA (Python implementation)
☆14Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for python_gclda
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆44Updated 10 years ago
- Structured Machine Learning in Python☆45Updated last year
- Cortex - Deep learning tools for neuroimaging☆31Updated 7 years ago
- "Forrest Gump" data release IO package☆12Updated 3 years ago
- ☆8Updated 8 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 6 years ago
- This implements variational inference for the correlated topic model.☆21Updated 10 years ago
- List of ressources and practicals used for the fMRI data analysis course of UoB (UK) (2014-2017)☆45Updated last year
- Partial Entropy Decomposition and Partial Information Decomposition with pointwise surprisal measures☆41Updated 11 months ago
- introductory material☆18Updated 8 years ago
- Dirichlet Process Mixture using PVI, SMC, Variational☆15Updated 10 years ago
- Bayesian mixed-effects modeling of fMRI data in Python☆39Updated 3 years ago
- Code for the icml paper "zero inflated exponential family embedding"☆29Updated 7 years ago
- Connectome Mapper☆37Updated 2 years ago
- An fMRI dataset from rich naturalistic audio/video stimulation (movie "Raiders of the lost Ark"). Origin: http://datasets.datalad.org/?di…☆15Updated 8 years ago
- ☆26Updated last year
- Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation☆60Updated 3 years ago
- Bernoulli Embeddings for Text☆83Updated 6 years ago
- A quickstart guide to tensor decomposition☆69Updated 2 years ago
- Statistics for high-dimensional data (homogeneity, sphericity, independence, spherical uniformity)☆17Updated 5 months ago
- Tensor Factorization via Matrix Factorization☆33Updated 8 years ago
- Topic modelling software using non-parametric methods☆70Updated 8 years ago
- ☆11Updated 6 years ago
- Python script to perform the spatially constrained parcellation of functional MRI data as described in Craddock et al., Human Brain Mapp.…☆39Updated 2 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Updated 6 years ago
- Utilities and tools for machine learning on BOLD-fMRI data☆14Updated 3 years ago
- Randomized online matrix factorization☆136Updated 4 years ago
- Non-parametric Bayesian in Python, including Indian buffet process (IBP), hierarchical Dirichlet process (HDP).☆73Updated 9 years ago
- Efficient python code for running ridge regression with cross validation☆47Updated 4 years ago
- Keras for Science☆72Updated 6 years ago