Original repo:

Fashion-MNIST

This fork is customized for text data and enables feature extraction. It serves as a benchmarking system for information retrieval using topic modeling techniques.

Table of Contents

• Benchmark
• Codebase Structure
• Contact
• Contributing
• License

Benchmark

Find the results here.

You can reproduce the results by running ./runner.py. We recommend building and deploying this Dockerfile.

Codebase Structure

.
|-- Dockerfile
|-- LICENSE
|-- MAINTAINERS
|-- README.md
|-- benchmark
|   |-- __init__.py
|   |-- baselines.json
|   `-- runner.py
|-- configs.py
|-- requirements.txt
|-- static
|   |-- css
|   |   `-- main.css
|   |-- img
|   |   `-- research_logo.png
|   |-- index.html
|   `-- js
|       `-- vue-binding.js
|-- utils
|   |-- __init__.py
|   |-- argparser.py
|   |-- helper.py
|   `-- mnist_reader.py

configs.py is the main configuration file. Variables including LOGGER, BASELINE_PATH, JSON_LOGGER were used in ./runner.py.

Contact

To discuss the repository

Contributing

Thanks for your interest in contributing! There are many ways to get involved; start with our contributor guidelines and then check these open issues for specific tasks.

License

The MIT License (MIT) Copyright © [2017] Zalando SE, https://tech.zalando.com

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.