https://github.com/achillesrasquinha/deeply
A library for Deep Learning Implementations and utils
https://github.com/achillesrasquinha/deeply
deep learning library machine-learning python
Last synced: about 2 months ago
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A library for Deep Learning Implementations and utils
- Host: GitHub
- URL: https://github.com/achillesrasquinha/deeply
- Owner: achillesrasquinha
- License: mit
- Created: 2021-06-13T01:02:43.000Z (about 5 years ago)
- Default Branch: develop
- Last Pushed: 2022-11-10T16:17:30.000Z (over 3 years ago)
- Last Synced: 2025-01-13T05:41:32.531Z (over 1 year ago)
- Topics: deep, learning, library, machine-learning, python
- Language: Python
- Homepage: https://deeply.readthedocs.org
- Size: 29.2 MB
- Stars: 1
- Watchers: 4
- Forks: 1
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Authors: AUTHORS.md
Awesome Lists containing this project
README
deeply
🧠 deeply is a simple and elegant Deep Learning library written in Python containing a growing collection of deep learning models, datasets and utilities.
**Behold, the power of deeply**:
```python
>>> import deeply
>>> import deeply.datasets as dd
>>> # load mnist
>>> mnist = dd.load("mnist")
>>> (train, val), test = dd.split(mnist["train"], splits = (.8, .2)), mnist["test"]
>>> # build model
>>> model = deeply.hub("efficient-net-b7", pretrained = True)
>>> model.fit(train, validation_data = val, epochs = 10)
```
### Table of Contents
* [Features](#features)
* [Quick Start](#quick-start)
* [Usage](#usage)
* [License](#license)
### Features
* Python 2.7+ and Python 3.4+ compatible.
### Quick Start
```shell
$ pip install deeply
```
Check out [installation](docs/source/install.rst) for more details.
### Usage
#### Application Interface
```python
>>> import deeply
```
#### Command-Line Interface
```console
$ deeply
Usage: deeply [OPTIONS] COMMAND [ARGS]...
A Deep Learning library
Options:
--version Show the version and exit.
-h, --help Show this message and exit.
Commands:
help Show this message and exit.
version Show version and exit.
```
### License
This repository has been released under the [MIT License](LICENSE).
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