nitroproc is designed to do data science and machine learning (ML) in any device using standard csv (comma delimited) files. It allows you to do data manipulation, statistics and machine learning in your phone, using your local processor - no servers used! It is designed to use the disc (instead of the local RAM) so it excels in massive datasets (similar to the Hadoop approach for file based processing)
You can basically read and process your data (summarise it, transpose it, subset it, etc.) and then run complicated ML algorithms such as Gradient Boosting or Random Forests. Also you can run linear regressions, and do statistical analysis.
Test different hyper-parameters for your models, do feature selection, and create new features, all in your phone. nitroproc includes a very powerful viewer for your files, allowing you to view massive files before modelling.
You can then deploy the very same scripts you write in your phone, to your desktop; as nitroproc is fully compatible across devices. Also, the desktop version allows you to call your scripts from Python/R.
It's unique interactive approach allows you to either code, or use the visual UI to define instructions.
Include your own datasets using iTunes, or use the ones already included. Practice random forests, gradient boosting, or data manipulation using the included examples.
- Improved visual GUI
- Fixed minor bugs when creating random forests
- User is not required anymore to indicate if the file already exists.
With Family Sharing set up, up to six family members can use this app.