https://github.com/bharathgs/NALU

Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al
https://github.com/bharathgs/NALU

accumulator alu arithmetic deep-learning deepmind logic machine-learning nalu neural-network pytorch

Last synced: 3 months ago
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Basic pytorch implementation of NAC/NALU from Neural Arithmetic Logic Units paper by trask et.al

• Host: GitHub
• URL: https://github.com/bharathgs/NALU
• Owner: bharathgs
• License: mit
• Created: 2018-08-04T14:00:49.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-10-03T09:43:06.000Z (over 6 years ago)
• Last Synced: 2024-04-28T11:21:40.541Z (10 months ago)
• Topics: accumulator, alu, arithmetic, deep-learning, deepmind, logic, machine-learning, nalu, neural-network, pytorch
• Language: Python
• Homepage: https://arxiv.org/pdf/1808.00508.pdf
• Size: 168 KB
• Stars: 115
• Watchers: 14
• Forks: 21
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE-MIT

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README

        
# Neural Arithmetic Logic Units (NALU)

[![Downloads](https://pepy.tech/badge/nalu)](https://pepy.tech/project/nalu)







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![](resources/NALU.png)

Basic pytorch implementation of NAC/NALU from [Neural Arithmetic Logic Units](https://arxiv.org/pdf/1808.00508.pdf) by trask et.al

## Installation

```python

pip install NALU

```

## Usage

```python

from nalu.core import NaluCell, NacCell

from nalu.layers import NaluLayer

```