ivaleraM / DataTypes
Automatic Discovery of the Statistical Types of Variables in a Dataset
☆23Updated 6 years ago
Alternatives and similar repositories for DataTypes:
Users that are interested in DataTypes are comparing it to the libraries listed below
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 8 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 7 years ago
- Reference implementation of algorithms for reinforcement learning and Markov decision processes.☆11Updated 4 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆33Updated 9 years ago
- NeurIPS 2018. Linear-time model comparison tests.☆18Updated 5 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 5 years ago
- This repository houses the code for the community website http://www.probabilistic-numerics.org☆35Updated 4 years ago
- Code for "Efficient optimization of loops and limits with randomized telescoping sums"☆27Updated 5 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆68Updated 10 years ago
- NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.☆67Updated 5 years ago
- Implicit generative models and related stuff based on the MMD, in PyTorch☆16Updated 4 years ago
- active learning + reusable workflows + likelihood free inference☆60Updated 7 years ago
- Summaries and minimal implementations of ML / statistics research articles.☆39Updated 3 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 3 years ago
- Repo for a paper about constructing priors on very deep models.☆72Updated 8 years ago
- Optimally-weighted herding is Bayesian Quadrature☆16Updated 8 years ago
- ☆16Updated 8 years ago
- Repository for the paper "Adversarial Variational Optimization of Non-Differentiable Simulators"☆16Updated 6 years ago
- Extended Mean Field Restricted Boltzmann Machine☆17Updated 7 years ago
- Notes from Simons Institute program "Foundations of Machine Learning"☆13Updated 7 years ago
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 5 years ago
- ☆46Updated 11 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆41Updated 4 years ago
- Open access book on variational Bayesian methods written collaboratively☆28Updated 9 years ago
- stochs: fast stochastic solvers for machine learning in C++ and Cython☆26Updated 2 years ago
- ☆29Updated 7 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- ☆15Updated 6 years ago
- ☆15Updated 3 years ago