ciemss / pyciemss
Causal and probabilistic reasoning with continuous time dynamical systems
☆17Updated last week
Alternatives and similar repositories for pyciemss:
Users that are interested in pyciemss are comparing it to the libraries listed below
- "Variational inference tools to leverage estimator sensitivity."☆16Updated last year
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- A library for bayesian variable selection☆28Updated 2 months ago
- Toolbox for non-linear calibration modeling.☆24Updated 5 months ago
- Graph Learning with JAX☆14Updated 2 years ago
- Implementation of approximate free-energy minimization in PyTorch☆19Updated 3 years ago
- TARDIS: Topological Algorithms for Robust DIscovery of Singularities☆41Updated last year
- Bayesian inference for a logistic regression model in various languages☆42Updated last year
- Quantifying and reporting uncertainty in drug discovery predictions with probabilistic models☆11Updated 2 years ago
- ☆30Updated 2 years ago
- Bayesian Nonparametric Mixture Models in Julia☆14Updated 7 years ago
- MaxEnt code for fitting simulation outcomes/statistical models to observations☆16Updated 2 years ago
- Stochastic trace estimation using JAX☆14Updated 3 weeks ago
- Differentiable Euler Characteristic Transform☆17Updated 10 months ago
- Bayesian optimization with conformal coverage guarantees☆27Updated 2 years ago
- A Simple Statistical Distribution Library in JAX☆16Updated last year
- Entropy, mutual information and higher order measures from information theory, with various estimators and discretisation methods.☆66Updated 2 years ago
- pyrff: Python implementation of random fourier feature approximations for gaussian processes☆28Updated last month
- Exponential families for JAX☆66Updated this week
- JAX translation of boltz☆13Updated 2 months ago
- Bayesian optimization of discrete sequences☆20Updated 3 years ago
- Composable kernels for scikit-learn implemented in JAX.☆43Updated 4 years ago
- Inference Combinators in JAX☆47Updated 5 months ago
- Functional matrix factorization via Bayesian tensor filtering☆13Updated 2 years ago
- In which I learn about score functions and how they can be used to generate data.☆16Updated last year
- ☆46Updated last week
- Convert CVXPY expressions to PyTorch expressions☆13Updated this week
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Updated 4 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 10 months ago
- Tools for building and manipulating graphs in Python☆41Updated 2 years ago