holdenlee / simons-mlLinks
Notes from Simons Institute program "Foundations of Machine Learning"
☆13Updated 8 years ago
Alternatives and similar repositories for simons-ml
Users that are interested in simons-ml are comparing it to the libraries listed below
Sorting:
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 9 years ago
- ☆16Updated 8 years ago
- Efficient implementation of Generative Stochastic Networks☆12Updated 11 years ago
- ☆17Updated 7 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆69Updated 10 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 8 years ago
- Fun with variational autoencoders.☆11Updated 7 years ago
- stochs: fast stochastic solvers for machine learning in C++ and Cython☆26Updated 2 years ago
- Implementation of various algorithms in the Nested Sequential Monte Carlo family of methods.☆14Updated 9 years ago
- review of Deep Learning for Nature☆31Updated 9 years ago
- Gopalan, P., Ruiz, F. J., Ranganath, R., & Blei, D. M. (2014). Bayesian Nonparametric Poisson Factorization for Recommendation Systems. I…☆15Updated 10 years ago
- Scripts to generate a dataset with static frames from the Arcade Learning Environment☆19Updated 11 years ago
- Attempt at using neural networks for the bAbI project (https://research.facebook.com/researchers/1543934539189348)☆8Updated 9 years ago
- This repository houses the code for the community website http://www.probabilistic-numerics.org☆35Updated 5 years ago
- Python implementation of Markov Jump Hamiltonian Monte Carlo☆24Updated 8 years ago
- This code accompanies the proximity variational inference paper.☆18Updated 6 years ago
- Repo for a paper about constructing priors on very deep models.☆73Updated 8 years ago
- Automatic Discovery of the Statistical Types of Variables in a Dataset☆23Updated 7 years ago
- ☆20Updated 9 years ago
- Rectified Factor Networks☆38Updated 5 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆33Updated 10 years ago
- Implements an infinite sum of poisson-weighted convolutions☆26Updated 6 years ago
- Learning to Discover Efficient Mathematical Identities☆48Updated 10 years ago
- Averaged Stochastic Gradient Descent Classifiers☆42Updated 12 years ago
- MCMC for the Dark Energy Spectroscopic Instrument☆13Updated 9 years ago
- ☆11Updated 8 years ago
- NeurIPS workshop on Advances in Approximate Bayesian Inference☆48Updated last month
- Natural Gradient implementation in Theano☆19Updated 12 years ago
- random pytorch hacks☆26Updated 7 years ago
- Code to reproduce experiments appearing in the academic paper Lost Relatives of the Gumbel Trick☆17Updated 7 years ago