greydanus / dnc
Differentiable Neural Computer in TensorFlow
☆26Updated 8 years ago
Alternatives and similar repositories for dnc:
Users that are interested in dnc are comparing it to the libraries listed below
- Advanced Differentiable Neural Computer (ADNC) with application to bAbI task and CNN RC task.☆94Updated 2 years ago
- A generic Monte Carlo method based on the Gumbel-Max trick.☆32Updated 8 years ago
- Professor Forcing, NIPS'16☆45Updated 8 years ago
- D-NTM paper repo☆25Updated 8 years ago
- boundary-seeking generative adversarial networks☆46Updated 7 years ago
- Code for our paper "Sparse Attentive Backtracking: Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding" https://p…☆39Updated 6 years ago
- An attempt at replicating "Neural Turing Machines" in Keras.☆34Updated 7 years ago
- ☆30Updated 8 years ago
- Summaries and minimal implementations of ML / statistics research articles.☆39Updated 4 years ago
- DNI (Decoupled Neural Interfaces using Synthetic Gradients) Implementation with Tensorflow.☆28Updated 7 years ago
- Tensorflow implementation of Relation Network (bAbI dataset)☆32Updated 6 years ago
- Implementation of "Variational Inference for Monte Carlo Objectives"☆21Updated 4 years ago
- A Python implementation of the gradient REBAR estimator.☆46Updated 6 years ago
- ☆62Updated 8 years ago
- Open source implementation of SeaRNN (ICLR 2018, https://openreview.net/forum?id=HkUR_y-RZ)☆48Updated 6 years ago
- ☆45Updated 7 years ago
- Translating neuralese☆44Updated 8 years ago
- Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning☆80Updated 7 years ago
- Code for the paper Implicit Weight Uncertainty in Neural Networks☆65Updated 5 years ago
- Code release for the paper "Calibrating Energy-based Generative Adversarial Networks"☆24Updated 7 years ago
- Multiplicative Normalizing Flow (MNF) posteriors for variational Bayesian neural networks☆65Updated 4 years ago
- A working implementation of the Categorical DQN (Distributional RL).☆96Updated 7 years ago
- Differentiable neural computers☆27Updated 8 years ago
- ☆49Updated 7 years ago
- Actor Critic using Kronecker-Factored Trust Region☆19Updated 6 years ago
- Pytorch Implementation of Deepmind's 'Hybrid computing using a neural network with dynamic external memory' (Differentiable Neural Comput…☆19Updated 7 years ago
- Pip-installable differentiable stacks in PyTorch!☆65Updated 4 years ago
- Example implementation of the Bayesian neural network in "Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteri…☆30Updated 4 years ago
- A Lasagne and Theano implementation of the paper Alireza Makhzani, Jonathon Shlens, Navdeep Jaitly, and Ian Goodfellow.☆41Updated 9 years ago
- Gumbel-Softmax Variational Autoencoder with Keras☆132Updated 7 years ago