# Erutils
The Erutils package includes a collection of utilities and pre-built neural networks that I frequently use in my
personal projects. While this package is mainly for my personal use, others may find it useful as well.
# Installation
You can install Erutils using pip:
```shell
pip install Erutils
````
Open [erfan zare Github](https://github.com/erfanzar/)
Open [Package Github](https://github.com/erfanzar/Erutils)
## 🚀 APIs and Usages
```python
import Erutils
from Erutils.loggers import *
# Loggers contain Logging stuff
from Erutils.nn import *
# NN contain Nural networks built in Pytorch
# you can easily import Erutils.nn and use many prebuilt neurons in the project
# if you thing any refrence should be added tell me in discussion
from Erutils.lightning import *
# Lightning Contain Some CV Packages
from Erutils.utils import *
# Utils Contain Some Utils like reading files downloading and etc ...
```
# Neural Networks
Erutils includes a diverse collection of over 80 pre-built neural networks that cover a wide range of applications, such
as natural language processing, computer vision, and more. Some of the neural networks included are:
- Transformers: Customized transformer encoder and decoder layers for natural language processing tasks and a lot of
customized Layers like RoEmbedding ...
- Feed-forward networks: Customized feed-forward layers for various applications
- Custom CNN backbones: A variety of pre-built CNN backbones for computer vision tasks, such as ResNet, VGG, and more
- Object Detection: Pre-built networks for object detection and localization, including YOLOv5, RetinaNet, and Faster
R-CNN
- Custom CNN architectures: Custom CNN architectures designed for specific applications, such as image classification,
segmentation, and more.
## 🚀 About Me
Hi there 👋
I like to train deep neural nets on large datasets 🧠.
Among other things in this world:)
## License
[MIT](https://choosealicense.com/licenses/mit/)
# Contributing
While this package is mainly for my personal use, contributions and suggestions are welcome. If you find a bug or have
an idea for a new feature, please open an issue on the GitHub repository.
## Used By
Private Project
## Author
- [@erfanzar](https://www.github.com/erfanzar)
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