chrisorm / pydata-2018
☆63Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for pydata-2018
- Experiments in Bayesian Machine Learning☆68Updated 5 years ago
- Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses☆183Updated last year
- Automatic differentiation + optimization☆104Updated 5 years ago
- Mixture Density Networks (Bishop, 1994) tutorial in JAX☆58Updated 4 years ago
- A python library for stochastic variational inference and differentiable probabilistic programming☆32Updated 5 years ago
- Short introduction to Bayesian statistical modelling with PyMC3☆18Updated 4 years ago
- Practice with MCMC methods and dynamics (Langevin, Hamiltonian, etc.)☆43Updated 4 years ago
- Variational Fourier Features☆83Updated 3 years ago
- Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function☆15Updated 7 years ago
- Neural Processes implementation for 1D regression☆65Updated 5 years ago
- This repository is created to show the Neural Arithmetic Logic Unit implementation in python using Tensorflow. The code in this repo comp…☆43Updated 6 years ago
- Repository for thuijskens.github.io☆11Updated last year
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 4 years ago
- Additional kernels that can be used with scikit-learn's Gaussian Process module☆79Updated 4 months ago
- InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy☆147Updated 3 months ago
- Understanding normalizing flows☆131Updated 4 years ago
- Material for my Caltech tutorial on deep learning and tensor methods☆69Updated 6 years ago
- A library of scalable Bayesian generalised linear models with fancy features☆59Updated 7 years ago
- Gaussian Processes in Pytorch☆74Updated 4 years ago
- Implementation of Stochastic Gradient MCMC algorithms☆40Updated 7 years ago
- ☆45Updated 5 years ago
- PyMC3-like Interface for Pyro☆37Updated 4 years ago
- Implementing Bayes by Backprop☆182Updated 5 years ago
- PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.☆100Updated 3 years ago
- Implementation of the conjugate prior table for Bayesian Statistics☆52Updated 3 months ago
- An extension to Sacred for automated hyperparameter optimization.☆59Updated 6 years ago
- Presented at Scipy Conference 2019☆124Updated 4 years ago
- Designing Deep neural network architectures using topologies from the world of Complex Networks/network Science☆91Updated 5 years ago
- Material for the practical of the DS3 course on "Representing and comparing probabilities with kernels"☆26Updated 5 years ago
- Code for Randomly Projected Additive Gaussian Processes☆25Updated 4 years ago