snowkylin / ntm
TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
☆183Updated 5 years ago
Alternatives and similar repositories for ntm:
Users that are interested in ntm are comparing it to the libraries listed below
- One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow☆244Updated 6 years ago
- Tensorflow implementations of Relational Networks and a VQA dataset named Sort-of-CLEVR proposed by DeepMind.☆321Updated 6 years ago
- Tensorflow implementation of a Neural Turing Machine☆610Updated 3 years ago
- Differentiable Neural Computers, Sparse Access Memory and Sparse Differentiable Neural Computers, for Pytorch☆340Updated 2 months ago
- Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom☆277Updated 7 years ago
- Tensorflow Implementation of One-Shot Learning with Memory Augmented Neural Network☆47Updated 7 years ago
- Tensorflow implementation of a Hierarchical and Multiscale RNN, described in https://arxiv.org/abs/1609.01704☆135Updated 7 years ago
- Tensorflow implementation for DilatedRNN☆349Updated 7 years ago
- Neural Turing Machines (NTM) - PyTorch Implementation☆596Updated 6 years ago
- One-shot Learning with Memory-Augmented Neural Networks☆420Updated 6 years ago
- Code accompanying the paper Recurrent Relational Networks for Complex Relational Reasoning https://arxiv.org/abs/1711.08028☆202Updated 2 years ago
- Benchmark and build RL architectures that can do multitask and transfer learning.☆142Updated 2 years ago
- Pytorch implementation of DeepMind's differentiable neural computer paper.☆93Updated 7 years ago
- Velocity in deep-learning research☆277Updated 2 years ago
- TensorFlow implementation of the paper "Learning to learn by gradient descent by gradient descent ( https://arxiv.org/abs/1606.04474 )"☆84Updated 7 years ago
- TensorFlow implementation of Independently Recurrent Neural Networks☆513Updated 3 years ago
- RUDDER for ATARI games with delayed rewards in OpenAI Baselines package☆266Updated 5 years ago
- Adaptive Computation Time algorithm in Tensorflow☆256Updated 8 years ago
- Easy TensorFlow logging for quick prototypes☆110Updated 3 years ago
- Decoupled Neural Interfaces using Synthetic Gradients for PyTorch☆237Updated 6 years ago
- 🏃 Implementation of Using Fast Weights to Attend to the Recent Past.☆268Updated 6 years ago
- supercell☆192Updated 7 years ago
- Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch☆119Updated 7 years ago
- Code for the paper "Evolved Policy Gradients"☆250Updated 6 years ago
- Tensorflow Implementation of Visual Interaction Networks☆131Updated 5 years ago
- This repo contains the source code accompanying a scientific paper with the same name.☆372Updated 3 years ago
- Advanced Differentiable Neural Computer (ADNC) with application to bAbI task and CNN RC task.☆94Updated 2 years ago
- Implementations of Reinforcement Learning Models in Tensorflow☆487Updated 7 years ago
- Cleaned original source code from my NIPS publication☆155Updated 7 years ago
- Guided Evolutionary Strategies☆271Updated 2 years ago