Metadata-Version: 2.4
Name: nele-activation
Version: 0.2.0
Summary: A short description of my package
Author-email: djentlevibe <djentlevibe32168@gmail.com>
Project-URL: Homepage, https://github.com/DjentleViBe
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Requires-Dist: torch>=1.10.0
Requires-Dist: requests>=2.28.0

# NELE : **N**on-Uniform Rational B-Spline **E**lementwise **LE**arnable

This repository is an implementation of the paper.

## Pre-requisites
1. Clone the repository:
```
git clone https://github.com/DjentleViBe/NELE
```
2. To install requirements:
```
pip install -e .
```

# Usage

Default parameters : 
```NELE``` parameters provided are as follows:

|Parameter|Value|
|----|-----|
w0 | 1.273
w1 | 0.7607
w2 | 1.4628
w3 | 0.6563
cp0 | [-4.9992, 0.0]
cp1 | [-0.2194, -0.248]
cp2 | [-0.8054/1.4142, -0.8054/1.4142]
cp3 | [0.0, 0.0]
|Learnable|False|
|Masking|2|
|Clamping|True|
