baccuslab / shannon
A python package for computing the mutual information and entropy for continuous and discrete data.
☆32Updated 7 years ago
Alternatives and similar repositories for shannon:
Users that are interested in shannon are comparing it to the libraries listed below
- Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models.☆43Updated 11 years ago
- Collapsed Variational Bayes☆68Updated 5 years ago
- Clustering time series using Gaussian processes and Variational Bayes.☆39Updated 4 years ago
- Probabilistic Principal Component Analysis☆61Updated 7 years ago
- Gaussian processes in TensorFlow with modifications to allow inter-domain inducing variables☆13Updated 7 years ago
- ☆39Updated 9 years ago
- local non-uniformity correction for mutual information estimation☆69Updated 3 years ago
- Variational Gaussian Process State-Space Models☆23Updated 9 years ago
- ☆74Updated 6 years ago
- Variational Inference in Gaussian Mixture Model☆58Updated 4 years ago
- Fast Laplacian Eigenmaps: lightweight multicore LE for non-linear dimensional reduction with minimal memory usage. Outperforms sklearn's …☆23Updated 3 years ago
- ☆53Updated 7 years ago
- Variational Autoencoder for Dimensionality Reduction of Time-Series☆185Updated 2 years ago
- ☆12Updated 7 years ago
- Tutorial on cost-sensitive boosting and calibrated AdaMEC.☆26Updated 7 years ago
- Deep Kernel Learning. Gaussian Process Regression where the input is a neural network mapping of x that maximizes the marginal likelihood☆94Updated 7 years ago
- 🤿 Implementation of doubly stochastic deep Gaussian Process using GPflow and TensorFlow 2.0☆26Updated last year
- REGAIN (Regularised Graphical Inference)☆29Updated last year
- State space modeling with recurrent neural networks☆43Updated 6 years ago
- Sparse-input neural networks☆22Updated 2 years ago
- Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series (AAAI'20)☆47Updated 3 years ago
- Transforms univariate data into normally distributed data☆75Updated 2 years ago
- Randomized output tree for multilabel / multi-output regression tasks☆23Updated 9 years ago
- Convergent Cross Mapping in Scikit Learn's style☆98Updated 4 years ago
- Information Theoretic Tools for Python☆91Updated 5 years ago
- Bayesian optimization☆37Updated 5 years ago
- Python module for computing Symbolic Mutual Information and symbolic Transfer of Entropy☆14Updated 6 years ago
- Gaussian processes with PyTorch☆30Updated 3 years ago
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆179Updated 3 years ago
- Python package for canonical vine copula trees with mixed continuous and discrete marginals☆47Updated last year