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 10 years ago
- Reimplementation of DRAW☆346Aug 25, 2016Updated 9 years ago
- Deep learning research framework based on Theano☆267Sep 20, 2015Updated 10 years ago
- Variational and semi-supervised neural network toppings for Lasagne☆210Aug 25, 2016Updated 9 years ago
- Computation Graph Toolkit☆634Apr 10, 2018Updated 8 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.
- Slides and exercises for the Deep Learning Summer School 2015 programming tutorials☆390Jan 30, 2016Updated 10 years ago
- An implementation of Neural Turing Machines☆401Jul 1, 2024Updated last year
- 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
- A highly extensible deep learning framework☆423Aug 8, 2017Updated 8 years ago
- NPI(Neural Programmer-Interpreters) implementation with Keras☆241Jun 21, 2022Updated 3 years ago
- Memory Networks implementations☆1,756Jul 28, 2020Updated 5 years ago
- TensorFlow implementation of Neural Variational Inference for Text Processing☆535Aug 10, 2016Updated 9 years ago
- A little library for text analysis with RNNs.☆537Sep 10, 2018Updated 7 years ago
- An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521☆160Jan 7, 2016Updated 10 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Ladder network is a deep learning algorithm that combines supervised and unsupervised learning☆519Aug 15, 2017Updated 8 years ago
- Fast, flexible and fun neural networks.☆1,306Sep 13, 2022Updated 3 years ago
- A Neural Turing Machine implementation in Torch.☆278Nov 3, 2015Updated 10 years ago
- Scripts to generate a dataset with static frames from the Arcade Learning Environment☆19May 9, 2014Updated 12 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 6 years ago
- Autograd automatically differentiates native Torch code☆559Oct 21, 2021Updated 4 years ago
- Code to train Importance Weighted Autoencoders on MNIST and OMNIGLOT☆208Jan 26, 2016Updated 10 years ago
- Implementation of the reweighted wake-sleep machine learning algorithm☆42Aug 13, 2016Updated 9 years ago
- Theano implementation of Memory Networks☆132Sep 7, 2015Updated 10 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Attempt at implementing system described in "Neural Turing Machines." by Graves, Alex, Greg Wayne, and Ivo Danihelka. (http://arxiv.org/a…☆460Aug 28, 2016Updated 9 years ago
- Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"☆2,051Jun 9, 2020Updated 5 years ago
- Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)☆174Nov 3, 2016Updated 9 years ago
- Recurrent Neural Networks with External Memory☆30Aug 15, 2015Updated 10 years ago
- Universal library for deep reinforcement learning.☆38Apr 15, 2016Updated 10 years ago
- Question answering dataset featured in "Teaching Machines to Read and Comprehend☆1,296Apr 26, 2017Updated 9 years ago
- A Theano framework for building and training neural networks☆1,152Feb 19, 2019Updated 7 years ago
- Theano implementation of the Neural GPU☆15Jan 5, 2016Updated 10 years ago
- Code and models from the paper "Layer Normalization"☆243Nov 8, 2016Updated 9 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆219Sep 30, 2015Updated 10 years ago
- End-To-End Memory Networks in Theano☆130Sep 18, 2022Updated 3 years ago
- [Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering☆479Jun 11, 2018Updated 7 years ago
- Generative Sparse Distributed Representations, a fast generative model written in Python (Original C++ implementation https://github.com/…☆24Jul 24, 2016Updated 9 years ago
- ☆55Feb 5, 2016Updated 10 years ago
- Unsupervised Learning on Neural Network Outputs☆73Mar 17, 2017Updated 9 years ago
- LSTM with associative memory cells (http://arxiv.org/abs/1602.03032)☆110May 1, 2016Updated 10 years ago