Sohl-Dickstein / Sum-of-Functions-OptimizerLinks
Implements SFO minibatch optimizer in Python and MATLAB, and reproduces figures from paper.
☆131Updated 4 years ago
Alternatives and similar repositories for Sum-of-Functions-Optimizer
Users that are interested in Sum-of-Functions-Optimizer are comparing it to the libraries listed below
Sorting:
- Benchmark testbed for assessing the performance of optimisation algorithms☆83Updated 10 years ago
- Backpropagate derivatives through the Cholesky decomposition☆59Updated 5 years ago
- Stochastic gradient routines for Theano☆103Updated 7 years ago
- Flexible Bayesian inference using TensorFlow☆142Updated 8 years ago
- Exploring differentiation with respect to hyperparameters☆296Updated 9 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆33Updated 9 years ago
- Implementation in C and Theano of the method Probabilistic Backpropagation for scalable Bayesian inference in deep neural networks.☆191Updated 6 years ago
- Adversarial networks in TensorFlow☆172Updated 9 years ago
- Python package for modular Bayesian optimization☆137Updated 4 years ago
- Efficient implementation of Generative Stochastic Networks☆318Updated 9 years ago
- Deep GPs with GPy☆31Updated 9 years ago
- Variational and semi-supervised neural network toppings for Lasagne☆210Updated 9 years ago
- Breze with all the stuff.☆95Updated 9 years ago
- ☆132Updated 9 years ago
- Torch implementation of the Deep Network for Global Optimization (DNGO)☆51Updated 9 years ago
- Optimizers for machine learning☆183Updated 2 years ago
- A rudimentary wrapper around the fast Maxwell kernels for GEMM and convolution operations provided by nervanagpu☆34Updated 10 years ago
- ☆34Updated 8 years ago
- An implementation of the Hessian-free optimization algorithm in Theano☆61Updated 13 years ago
- Doubly Stochastic Neighbor Embedding on Spheres☆60Updated 6 years ago
- Repo for a paper about constructing priors on very deep models.☆73Updated 9 years ago
- ☆35Updated 10 years ago
- unitary matrix for hidden to hidden layer☆76Updated 8 years ago
- ☆60Updated 10 years ago
- ☆25Updated 3 years ago
- Fast CPU implementations of several conditional probabilistic models☆37Updated 2 years ago
- more composable than other neural network libraries☆42Updated 9 years ago
- ☆89Updated 9 years ago
- A simple tool for small scale experiments using bayesian optimization☆35Updated 7 years ago
- Bayesian dessert for Lasagne☆83Updated 8 years ago