Sohl-Dickstein / Sum-of-Functions-Optimizer
Implements SFO minibatch optimizer in Python and MATLAB, and reproduces figures from paper.
☆126Updated 3 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
- ☆129Updated 8 years ago
- Benchmark testbed for assessing the performance of optimisation algorithms☆80Updated 10 years ago
- Efficient implementation of Generative Stochastic Networks☆317Updated 8 years ago
- Reference implementations of neural networks with differentiable memory mechanisms (NTM, Stack RNN, etc.)☆219Updated 8 years ago
- Adversarial networks in TensorFlow☆170Updated 8 years ago
- ☆86Updated 11 years ago
- Variational and semi-supervised neural network toppings for Lasagne☆208Updated 8 years ago
- A rudimentary wrapper around the fast Maxwell kernels for GEMM and convolution operations provided by nervanagpu☆34Updated 9 years ago
- Breze with all the stuff.☆96Updated 8 years ago
- An implementation of the Hessian-free optimization algorithm in Theano☆61Updated 13 years ago
- A basic implementation of convolutional neural nets☆54Updated 10 years ago
- Stochastic gradient routines for Theano☆102Updated 6 years ago
- Evaluation code with models for the paper "On the Quantitative Analysis of Decoder-Based Generative Models"☆130Updated 7 years ago
- ☆60Updated 9 years ago
- ☆35Updated 10 years ago
- Universal library for deep reinforcement learning.☆38Updated 8 years ago
- Recurrent Neural Network for modeling sequential data implemented using Python and Theano.☆91Updated 9 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 8 years ago
- Fork of https://github.com/Lasagne/Lasagne☆63Updated 9 years ago
- Python package for modular Bayesian optimization☆134Updated 4 years ago
- Deep exponential families (DEFs)☆55Updated 7 years ago
- ☆46Updated 11 years ago
- Backpropagate derivatives through the Cholesky decomposition☆58Updated 4 years ago
- ☆34Updated 8 years ago
- Doubly Stochastic Neighbor Embedding on Spheres☆58Updated 5 years ago
- unitary matrix for hidden to hidden layer☆75Updated 7 years ago
- Repo for a paper about constructing priors on very deep models.☆72Updated 8 years ago
- ☆88Updated 8 years ago
- Recreating the Deep Residual Network in Lasagne☆118Updated 8 years ago
- Topics on theoretical, mathematical aspects of DL☆71Updated 8 years ago