probml / probml-utilsLinks
Utilities for probabilistic ML
☆36Updated 2 years ago
Alternatives and similar repositories for probml-utils
Users that are interested in probml-utils are comparing it to the libraries listed below
Sorting:
- Bayesian Bandits☆68Updated 2 years ago
- Jax SSM Library☆48Updated 3 years ago
- Tutorials and sampling algorithm comparisons☆79Updated last week
- Probabilistic Graphical Models in JAX☆16Updated 3 years ago
- Recursive Bayesian Estimation (Sequential / Online Inference)☆60Updated last year
- Bayesian inference for a logistic regression model in various languages☆43Updated 2 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Composable kernels for scikit-learn implemented in JAX.☆45Updated 5 years ago
- Lectures on Quantitative Economics Using JAX☆47Updated last week
- "Variational inference tools to leverage estimator sensitivity."☆16Updated 2 years ago
- Fully Bayesian Inference in GPs - Gaussian and Generic Likelihoods☆22Updated 2 years ago
- python app for doing personalized causal medicine using the methods invented by Judea Pearl et al.☆25Updated 2 years ago
- PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python☆122Updated 2 weeks ago
- Bayesian Regression Models in Pyro☆73Updated last year
- Datasets associated with pyprobml☆20Updated 2 years ago
- Course 5SSD0 - Bayesian Machine Learning and Information Processing☆51Updated 3 months ago
- Neat Bayesian machine learning examples☆58Updated 3 weeks ago
- Variational inference for hierarchical dynamical systems☆48Updated last year
- ☆18Updated 2 years ago
- ☆89Updated 2 years ago
- Bayesian optimization of discrete sequences☆21Updated 3 years ago
- Exponential families for JAX☆75Updated last month
- ☆192Updated 5 months ago
- In which I learn about score functions and how they can be used to generate data.☆16Updated last year
- A didactic Python library with well-commented and annotated implementations of machine learning algorithms.☆55Updated 5 years ago
- A toolbox for inference of mixture models☆16Updated 2 years ago
- Structural Time Series in JAX☆212Updated last year
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆83Updated last year
- egtplot: A python package for 3-Strategy Evolutionary Games☆52Updated 6 months ago
- http://cranmer.github.io/stats-ds-book☆73Updated 4 years ago