Deep exponential families (DEFs)
☆55Feb 8, 2018Updated 8 years ago
Alternatives and similar repositories for deep-exponential-families
Users that are interested in deep-exponential-families are comparing it to the libraries listed below
Sorting:
- Dirichlet Process Mixture using PVI, SMC, Variational☆15Jun 20, 2014Updated 11 years ago
- Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time accordin…☆48Feb 22, 2016Updated 10 years ago
- Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.☆149Feb 21, 2017Updated 9 years ago
- Theano based deep ANN learning code☆38Oct 2, 2010Updated 15 years ago
- Conditional Random Fields implemented as Lasagne layer☆10Jul 22, 2016Updated 9 years ago
- PyPGMC: Fast discrete inference submodels for PyMC and PyMC3☆20Jun 7, 2014Updated 11 years ago
- A repository for high-quality QASRL data collected from crowd-workers.☆11Aug 10, 2023Updated 2 years ago
- Infinite mixtures of Infinite Gaussian Mixtures : Two layer non-parametric clustering algorithm for continuous data. FastMat is required …☆13Jan 8, 2020Updated 6 years ago
- Latent Dirichlet allocation (LDA) with bumping variational inference.☆12Jun 8, 2015Updated 10 years ago
- Reranking-based dependency parsing with inside-outside recursive neural network☆21Oct 11, 2014Updated 11 years ago
- ☆13Nov 21, 2016Updated 9 years ago
- code referenced in "Towards universal neural nets: Gibbs machines and ACE", Galin Georgiev, http://arxiv.org/abs/1508.06585☆14Aug 27, 2015Updated 10 years ago
- Run Nx2 Cross Validation for multiple binary classifiers in parallel with optional downsampling☆13Jan 27, 2015Updated 11 years ago
- Code of training and implementing scene attribute classifiers. Project page: http://cs.brown.edu/~gen/sunattributes.html☆21Oct 12, 2018Updated 7 years ago
- Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend item…☆147Aug 19, 2015Updated 10 years ago
- ☆35Jul 4, 2013Updated 12 years ago
- TensorFlow implementation of the method from Variational Dropout Sparsifies Deep Neural Networks, Molchanov et al. (2017)☆16Jun 7, 2017Updated 8 years ago
- This code accompanies the proximity variational inference paper.☆18Jan 19, 2019Updated 7 years ago
- topics Models extension for Mallet & scikit-learn☆49Mar 27, 2017Updated 8 years ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆45Oct 14, 2014Updated 11 years ago
- Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models.☆44Feb 6, 2014Updated 12 years ago
- Routines for using CUDA to perform MCMC Sampling of Hierarchical Models with GPUs.☆16May 31, 2017Updated 8 years ago
- Turbo topics find significant multiword phrases in topics.☆46Jun 16, 2015Updated 10 years ago
- Averaged Stochastic Gradient Descent Classifiers☆42Jul 6, 2012Updated 13 years ago
- Implementation of the reweighted wake-sleep machine learning algorithm☆42Aug 13, 2016Updated 9 years ago
- Python implementation of nonparametric nearest-neighbor-based estimators for divergences between distributions.☆48Mar 13, 2017Updated 8 years ago
- ☆90Nov 6, 2017Updated 8 years ago
- A Latent Dirichlet Allocation implementation in Python.☆51Mar 24, 2019Updated 6 years ago
- NLP SENNA (http://ml.nec-labs.com/senna) interface to LuaJIT☆49Oct 28, 2014Updated 11 years ago
- Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction☆20Aug 17, 2017Updated 8 years ago
- Central repository for QA-SRL data.☆21Feb 13, 2021Updated 5 years ago
- My winning solution for Kaggle Higgs Machine Learning Challenge (single classifier, xgboost)☆82Sep 23, 2014Updated 11 years ago
- Self-learning hands-on for Chainer by Jupyter notebook☆43Feb 14, 2017Updated 9 years ago
- Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"☆516Jan 25, 2015Updated 11 years ago
- This implements variational inference for the correlated topic model.☆21Oct 5, 2014Updated 11 years ago
- Scripts for preprocessing the CoNLL-2005 SRL dataset.☆24Mar 28, 2019Updated 6 years ago
- Explore different deep-learning frameworks☆18Jun 14, 2018Updated 7 years ago
- Active Learning☆56Jun 6, 2015Updated 10 years ago
- Exploratory topic modeling with distributional semantics and interactive visualization☆18Jan 11, 2017Updated 9 years ago