fehiepsi / rethinking-pyro
Statistical Rethinking with PyTorch and Pyro
☆161Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for rethinking-pyro
- List of resources for bayesian inference☆156Updated 5 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆449Updated 9 months ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆391Updated 6 months ago
- A user-centered Python package for differentiable probabilistic inference☆203Updated 4 years ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆325Updated 8 months ago
- ☆237Updated 6 years ago
- Just a little MCMC☆217Updated 4 months ago
- A Python package for building Bayesian models with TensorFlow or PyTorch☆171Updated 2 years ago
- Bayesian Regression Models in Pyro☆70Updated 3 months ago
- Functional tensors for probabilistic programming☆236Updated last year
- pymc-learn: Practical probabilistic machine learning in Python☆223Updated 3 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆269Updated 2 years ago
- A python library for stochastic variational inference and differentiable probabilistic programming☆32Updated 5 years ago
- Gaussian process modelling in Python☆218Updated 10 months ago
- InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy☆147Updated 3 months ago
- Materials of the Nordic Probabilistic AI School 2019.☆130Updated 4 years ago
- In which I try to demystify the fundamental concepts behind Bayesian deep learning.☆122Updated 6 years ago
- Inference case studies in jupyter☆92Updated 6 years ago
- Implementing Bayes by Backprop☆182Updated 5 years ago
- ☆230Updated 3 years ago
- Presented at Scipy Conference 2019☆124Updated 4 years ago
- ☆73Updated 6 years ago
- ☆88Updated 10 months ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated last year
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆88Updated 3 years ago
- ☆158Updated 2 years ago
- Automatic differentiation + optimization☆104Updated 5 years ago
- ABCpy package☆113Updated 6 months ago
- Scikit-learn compatible estimation of general graphical models☆242Updated 8 months ago