Everyday toolbox for Keras
Project description
# keras-toolbox
[![PyPI version](https://img.shields.io/pypi/v/keras-toolbox.svg?maxAge=2591000)](https://pypi-hypernode.com/project/keras-toolbox/) [![License ](https://img.shields.io/pypi/l/keras-toolbox.svg?maxAge=2591000)](LICENSE)
Your every day Keras toolbox.
The spirit of this library is to add some features missing from Keras and that make your workflow more smooth and easier. If these features start to be widely used it could be a good idea to propose them as a PR in the Keras repo.
Current features are :
`Monitor` callbacks to easily get information about your model training. Current callbacks allow to write the state in a file as a JSON or to send the state to a Telegram user ID.
Visualization functions : some functions to easily visualize weights and feature maps form a specific layer or all the layers.
Augmentation functions : trying to replace the Keras augmentation API but the code is very crappy at the moment.
## Dependencies
Python 3 only (it’s time to move)
the classics numpy, pandas, scipy
Keras
matplotlib for the visualization
python-telegram-bot for the TelegramMonitor callback
## Documentation
The project is not big enough to write a proper doc for now. See this [Notebook](doc/example.ipynb) for a short documentation.
## Author
Hadrien Mary <hadrien.mary@gmail.com>
## License
MIT license. See [LICENSE](LICENSE).
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
File details
Details for the file keras-toolbox-0.1.2.tar.gz
.
File metadata
- Download URL: keras-toolbox-0.1.2.tar.gz
- Upload date:
- Size: 7.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1b856689328d433825cd5c71091716bb1ab8856f7db6231063a4a8381a10d564 |
|
MD5 | 0a5bfdee5b19d9cb61d83cb80db9cae4 |
|
BLAKE2b-256 | e19a7f2f8be0b0226f8cb9905475f215766b758e350bf3c62d50b91f0ef35297 |
File details
Details for the file keras_toolbox-0.1.2-py2.py3-none-any.whl
.
File metadata
- Download URL: keras_toolbox-0.1.2-py2.py3-none-any.whl
- Upload date:
- Size: 8.9 kB
- Tags: Python 2, Python 3
- Uploaded using Trusted Publishing? No
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | b758684c5b70b9e1eed2fad3c0690dbf31e201feb2433ed8eadd20ce8c7ce13a |
|
MD5 | 7e1ecd5c86b5d6448e8c33021d0a6165 |
|
BLAKE2b-256 | ad45c9bb83392579893ad7b54da82a14b9b2a45c57fb94b240e66109e0c7a5fe |