simomarsili / nddLinks
Bayesian entropy estimation in Python - via the Nemenman-Schafee-Bialek algorithm
☆50Updated 4 years ago
Alternatives and similar repositories for ndd
Users that are interested in ndd are comparing it to the libraries listed below
Sorting:
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 3 years ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆15Updated 3 years ago
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆84Updated 5 years ago
- Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead☆73Updated 5 years ago
- ABCpy package☆116Updated last year
- Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation☆61Updated 4 years ago
- All things Monte Carlo, written in JAX.☆32Updated 2 years ago
- Implementation of the Gaussian Process Autoregressive Regression Model☆68Updated 11 months ago
- probabilistic programming focused on fun☆49Updated this week
- A generic interface for linear algebra backends☆75Updated last month
- Jax SSM Library☆48Updated 3 years ago
- Functional tensors for probabilistic programming☆244Updated 2 years ago
- Bayesian Regression Models in Pyro☆73Updated last year
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆61Updated last year
- Gaussian process modelling in Python☆226Updated last year
- ☆12Updated 3 years ago
- Exponential families for JAX☆75Updated last week
- local non-uniformity correction for mutual information estimation☆71Updated 4 years ago
- My PhD Thesis☆22Updated 9 years ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Updated 2 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Variational Fourier Features☆86Updated 4 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆42Updated 5 years ago
- ☆98Updated 7 years ago
- Inference Combinators in JAX☆52Updated 7 months ago
- A Python module for detecting, analysing and visualising persistent homological features of complex networks☆31Updated 4 years ago
- ☆155Updated 6 years ago
- A lightweight didactic library of kernel methods using the back-end JAX.☆12Updated 2 years ago
- k-Nearest Neighbor Information Estimator☆26Updated 6 years ago
- Automated dynamical systems inference☆38Updated 2 years ago