Reference implementations of neural networks with differentiable memory mechanisms (NTM, Stack RNN, etc.)
☆222Apr 6, 2016Updated 10 years ago
Alternatives and similar repositories for diffmem
Users that are interested in diffmem are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- various simple RNNs trained on synthetic grammars☆30Aug 8, 2015Updated 11 years ago
- Minimal GRU implementation.☆34Aug 20, 2015Updated 11 years ago
- Reimplementation of DRAW☆343Aug 25, 2016Updated 10 years ago
- Deep learning research framework based on Theano☆269Sep 20, 2015Updated 11 years ago
- Computation Graph Toolkit☆637Apr 10, 2018Updated 8 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Variational and semi-supervised neural network toppings for Lasagne☆209Aug 25, 2016Updated 10 years ago
- An implementation of Neural Turing Machines☆400Jul 1, 2024Updated 2 years ago
- Slides and exercises for the Deep Learning Summer School 2015 programming tutorials☆390Jan 30, 2016Updated 10 years ago
- Attempt at implementing system described in "Neural Turing Machines." by Graves, Alex, Greg Wayne, and Ivo Danihelka. (http://arxiv.org/a…☆460Aug 28, 2016Updated 10 years ago
- NPI(Neural Programmer-Interpreters) implementation with Keras☆239Jun 21, 2022Updated 4 years ago
- Memory Networks implementations☆1,753Jul 28, 2020Updated 6 years ago
- A highly extensible deep learning framework☆423Aug 8, 2017Updated 9 years ago
- TensorFlow implementation of Neural Variational Inference for Text Processing☆535Aug 10, 2016Updated 10 years ago
- A little library for text analysis with RNNs.☆536Sep 10, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521☆167Jan 7, 2016Updated 10 years ago
- Learning to Execute☆481Apr 9, 2016Updated 10 years ago
- Code for "So similar and yet incompatible: Toward the automated identification of semantically compatible words" in NAACL 2015 proceedi…☆11May 11, 2015Updated 11 years ago
- Kayak is a library for automatic differentiation with applications to deep neural networks.☆229Aug 22, 2017Updated 9 years ago
- This is the code used for the paper "Inferring algorithmic patterns with a stack augmented recurrent network", by Armand Joulin and Tomas…☆418Jul 24, 2019Updated 7 years ago
- Fast, flexible and fun neural networks.☆1,329Sep 13, 2022Updated 4 years ago
- Autograd automatically differentiates native Torch code☆555Oct 21, 2021Updated 5 years ago
- Code to train Importance Weighted Autoencoders on MNIST and OMNIGLOT☆209Jan 26, 2016Updated 10 years ago
- A Neural Turing Machine implementation in Torch.☆279Nov 3, 2015Updated 10 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Ladder network is a deep learning algorithm that combines supervised and unsupervised learning☆519Aug 15, 2017Updated 9 years ago
- Theano implementation of Memory Networks☆132Sep 7, 2015Updated 11 years ago
- Implementation of the reweighted wake-sleep machine learning algorithm☆42Aug 13, 2016Updated 10 years ago
- Question answering dataset featured in "Teaching Machines to Read and Comprehend☆1,294Apr 26, 2017Updated 9 years ago
- Theano implementation of the Neural GPU☆15Jan 5, 2016Updated 10 years ago
- A Theano framework for building and training neural networks☆1,151Feb 19, 2019Updated 7 years ago
- End-To-End Memory Networks in Theano☆130Sep 18, 2022Updated 4 years ago
- Universal library for deep reinforcement learning.☆38Apr 15, 2016Updated 10 years ago
- Top-down Tree LSTM (NAACL 2016) http://aclweb.org/anthology/N/N16/N16-1035.pdf☆83Nov 29, 2016Updated 9 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code and models from the paper "Layer Normalization"☆243Nov 8, 2016Updated 9 years ago
- Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"☆2,046Jun 9, 2020Updated 6 years ago
- Exploring differentiation with respect to hyperparameters☆297Jan 15, 2016Updated 10 years ago
- Recurrent Neural Networks with External Memory☆30Aug 15, 2015Updated 11 years ago
- Theano-based implementation of Deep Q-learning☆1,095Apr 14, 2017Updated 9 years ago
- Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)☆59Oct 28, 2016Updated 10 years ago
- Deep RNN, LSTM, GRU, GF-RNN, and GF-LSTMs in Julia☆112Apr 25, 2017Updated 9 years ago