https://github.com/botic/sharedmobility-ai

Removes customer frustration from shared mobility services. Supported by Netidee Call 13.
https://github.com/botic/sharedmobility-ai

data-driven mobility netidee nodejs tensorflow tensorflowjs vuejs

Last synced: 21 days ago
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Removes customer frustration from shared mobility services. Supported by Netidee Call 13.

• Host: GitHub
• URL: https://github.com/botic/sharedmobility-ai
• Owner: botic
• License: agpl-3.0
• Created: 2019-01-19T16:56:34.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2023-03-04T03:06:16.000Z (over 1 year ago)
• Last Synced: 2024-10-13T15:50:01.599Z (about 1 month ago)
• Topics: data-driven, mobility, netidee, nodejs, tensorflow, tensorflowjs, vuejs
• Language: JavaScript
• Homepage: https://sharedmobility.ai
• Size: 21.9 MB
• Stars: 4
• Watchers: 3
• Forks: 0
• Open Issues: 32
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        


[SharedMobility.ai](https://sharedmobility.ai/) removes customer frustration from shared mobility services. We saw the rise of shared mobility services in the last years. Most of the newcomers are free-floating shared-use systems. These systems operate on a data-driven approach and try to reach profitability by optimizing their fleets. Station-based solutions need enhancements by smart data-driven technologies to keep pace with their new competitors. SharedMobility.ai is an Open Source approach to provide simple smart features to existing station-based services.

## Components

- **Analytics:** Scripts to analyze the input data.

- **Collector:** Reads station data from a `.tar.gz` archive and imports it into the Postgres data backend.

- **Dataset Producer:** Creates TensorFlow compatible CSV datasets.

- **Prediction:** Code related to TensorFlow model creation.

- **Web API:** The public REST API build with Express and Node.

- **Web Demo:** Vue-based Web application built on top of the Web API.

## Core Team

- Philipp Naderer-Puiu / [@botic](https://twitter.com/botic)

- Weronika Wesołowska / [weronikawu](https://github.com/weronikawu)

- Lisa Vietze

## Supporters and Sponsors

### Supported by Netidee Call 13

You find more information about our Netidee grant on our [Netidee project page](https://netidee.at/sharedmobilityai). Netidee supports Internet and Open Source ideas with up to 50.000 Euro in funding. If you are working on an Open Source projects and are permanent resident in Austria, [apply](https://netidee.at/einreichen) for your own funding!



### JetBrains

JetBrains sponsored an Open Source license for IntelliJ IDEA. Thanks for your continuous support!



# License

- Source code and similar artifacts are licensed under GNU Affero General Public License  3.0 ([AGPL 3.0](https://www.gnu.org/licenses/agpl-3.0.en.html))

- Documentation, project reports and similar artifacts are licensed under Creative Commons Attribution 4.0 International ([CC BY 4.0](https://creativecommons.org/licenses/by/4.0/))