ramon-oliveira / deepstats
Repository for "Known Unknowns: Uncertainty Quality in Bayesian Neural Networks" paper.
☆12Updated 8 years ago
Alternatives and similar repositories for deepstats:
Users that are interested in deepstats are comparing it to the libraries listed below
- ☆17Updated 7 years ago
- Implementation of Variance Reduction Techniques in Julia☆11Updated 8 years ago
- stochs: fast stochastic solvers for machine learning in C++ and Cython☆26Updated 2 years ago
- Code for a generative controller for the AI Gym cartpole task☆15Updated 8 years ago
- ☆17Updated 7 years ago
- Generalized Compressed Network Search with PyTorch☆26Updated 7 years ago
- Fun with variational autoencoders.☆11Updated 7 years ago
- Efficient implementation of Generative Stochastic Networks☆12Updated 11 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 8 years ago
- ☆8Updated 6 years ago
- Torch7 impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images☆42Updated 9 years ago
- Reading Group on Reinforcement Learning topics☆55Updated 8 years ago
- Theano implementation of the Neural GPU☆15Updated 9 years ago
- Python package to sample from determinantal point processes☆18Updated 9 years ago
- An iterative neural autoregressive distribution estimator (NADE-K)☆26Updated 10 years ago
- Work in progress. Read at your own risk.☆14Updated 9 years ago
- Variational Walkback, NIPS'17☆28Updated 7 years ago
- ☆58Updated 8 years ago
- ☆16Updated 8 years ago
- ☆11Updated 8 years ago
- ☆16Updated 8 years ago
- Code for "Deep Convolutional Networks as shallow Gaussian Processes"☆39Updated 5 years ago
- Learning algorithms introduced in "A PAC-Bayes Sample Compression Approach to Kernel Methods" (ICML 2011)☆10Updated 10 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 7 years ago
- Low-rank Highway Networks☆13Updated 9 years ago
- Notes from Simons Institute program "Foundations of Machine Learning"☆13Updated 7 years ago
- Experiments from the article "Tensorial Mixture Models"☆25Updated 6 years ago
- ☆29Updated 7 years ago
- Code to reproduce experiments appearing in the academic paper Lost Relatives of the Gumbel Trick☆17Updated 7 years ago
- Scripts to generate a dataset with static frames from the Arcade Learning Environment☆19Updated 10 years ago