diffmem
Memory models
Differentiable memory schemes for neural networks
Reference implementations of neural networks with differentiable memory mechanisms (NTM, Stack RNN, etc.)
220 stars
13 watching
29 forks
Language: Python
last commit: almost 9 years ago Related projects:
| Repository | Description | Stars |
|---|---|---|
 loudinthecloud/pytorch-ntm | An implementation of Neural Turing Machines in PyTorch | 592 |
 vonfeng/deepmove | A PyTorch-based implementation of a predictive model for human mobility patterns using attention mechanisms and recurrent neural networks. | 149 |
 ypxie/pytorch-neucom | An implementation of the Differentiable Neural Computer architecture in PyTorch | 94 |
 l0sg/relational-rnn-pytorch | An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling | 245 |
 mhlee0903/multi_channels_pinn | Investigating neural networks for drug discovery using multiple chemical descriptors. | 3 |
 nttcslab-nlp/doc_lm | This repository contains source files and training scripts for language models. | 12 |
 jingweiz/pytorch-dnc | An implementation of Neural Turing Machine and Differentiable Neural Computer architectures using PyTorch and Visdom for deep learning tasks. | 278 |
 elanmart/psmm | An implementation of a neural network model for character-level language modeling. | 50 |
 tdeboissiere/deeplearningimplementations | A collection of implementations of recent deep learning papers in Python | 1,814 |
 rwightman/pytorch-dpn-pretrained | A PyTorch implementation of Dual Path Networks (DPNs) with pre-trained weights and conversion scripts. | 206 |
 michael-wzhu/shennong-tcm-llm | Develops and deploys a large language model for Chinese traditional medicine applications | 316 |
 ahmedfgad/numpyann | An implementation of artificial neural networks using NumPy | 98 |
 oyam/pytorch-dpns | PyTorch implementation of a deep learning model for image segmentation | 90 |
 j4mie/micromodels | A library that provides declarative dictionary-based model classes for building and serializing data structures in Python. | 103 |
 vlgiitr/dmn-plus | A PyTorch implementation of an improved question answering architecture with dynamic memory networks and attention mechanisms | 64 |