Non-parametric Bayesian in Python, including Indian buffet process (IBP), hierarchical Dirichlet process (HDP).
☆73Sep 25, 2015Updated 11 years ago
Alternatives and similar repositories for PyNPB
Users that are interested in PyNPB are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.☆149Feb 21, 2017Updated 9 years ago
- Python library for fitting massive mixture models using DP priors and GPU computation.☆23Apr 7, 2016Updated 10 years ago
- A Latent Dirichlet Allocation implementation in Python.☆51Mar 24, 2019Updated 7 years ago
- Sticky hierarchical Dirichlet process hidden Markov model for time series denoising☆50Aug 28, 2016Updated 10 years ago
- Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm …☆145Mar 29, 2015Updated 11 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)☆306Apr 15, 2015Updated 11 years ago
- Collapsed Variational Bayes☆72Sep 27, 2019Updated 7 years ago
- Online Latent Dirichlet Allocation with Infinite Vocabulary using Variational Inference☆74Sep 28, 2015Updated 11 years ago
- ☆12Jul 16, 2023Updated 3 years ago
- Variational inference for Dirichlet process mixture models with multinomial mixture components.☆37Jan 15, 2014Updated 12 years ago
- Gaussian Process Factorization Machines for Context-aware Recommendations☆42May 24, 2015Updated 11 years ago
- UT Austin Machine Learning Group Latent Variable Modeling Toolkit☆26Feb 2, 2012Updated 14 years ago
- ☆17Jun 27, 2013Updated 13 years ago
- C++ implementation for online variational inference for hierarchical dirichlet process☆18Apr 29, 2013Updated 13 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆35Jul 4, 2013Updated 13 years ago
- ☆11Mar 9, 2018Updated 8 years ago
- A domain-general, Bayesian method for analyzing high-dimensional data tables☆328Feb 22, 2024Updated 2 years ago
- Python (PyMC) adaptation of the R code from "Doing Bayesian Data Analysis"☆65Apr 18, 2017Updated 9 years ago
- PyPGMC: Fast discrete inference submodels for PyMC and PyMC3☆20Jun 7, 2014Updated 12 years ago
- NumPy implementation of infinite latent feature model (aka Indian Buffet Process or IBP)☆51Mar 5, 2018Updated 8 years ago
- Collaborative filtering with the GP-LVM☆25May 15, 2015Updated 11 years ago
- C++ code and Python wrappers for Inference on Bayesian Non-Parametric Models☆12May 22, 2013Updated 13 years ago
- theano patch☆19Apr 16, 2012Updated 14 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This package provides an efficient implementation of locality-sensitve hashing (LSH)☆154Feb 14, 2012Updated 14 years ago
- Latent Dirichlet Allocation for topic modeling of streamed data sources☆101Mar 18, 2015Updated 11 years ago
- Code to accompany the paper "Fast Hamiltonian Monte Carlo Using GPU Computing"☆37Nov 3, 2016Updated 9 years ago
- Extreme Learning Machine implementation in Python☆45Jun 22, 2014Updated 12 years ago
- Low-level primitives for collapsed Gibbs sampling in python and C++☆16Mar 27, 2024Updated 2 years ago
- Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)☆59Oct 28, 2016Updated 9 years ago
- Topic modelling software using non-parametric methods☆70Aug 16, 2016Updated 10 years ago
- An implementation of gibbs sampling for Latent Dirichlet Allocation☆30Aug 3, 2011Updated 15 years ago
- Deep GPs with GPy☆31May 18, 2016Updated 10 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆17Mar 17, 2020Updated 6 years ago
- Generalized Correspondence LDA (Python implementation)☆14Nov 18, 2017Updated 8 years ago
- KDD Hands-On Tutorial (2018)☆29Dec 8, 2022Updated 3 years ago
- Code for EMNLP 2016 paper: Morphological Priors for Probabilistic Word Embeddings☆54Dec 6, 2016Updated 9 years ago
- Common Python library, especially for text processing and controlling experimental runs☆42Mar 27, 2013Updated 13 years ago
- Bayesian dessert for Lasagne☆83Jun 25, 2017Updated 9 years ago
- Low-level primitives for collapsed Gibbs sampling in python and C++☆33Mar 27, 2024Updated 2 years ago