https://github.com/tymonxie/tymon

An AI Assistant More Than a Toolkit
https://github.com/tymonxie/tymon

deep-learning machine-learning python pytorch sklearn

Last synced: about 1 month ago
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An AI Assistant More Than a Toolkit

• Host: GitHub
• URL: https://github.com/tymonxie/tymon
• Owner: TymonXie
• License: apache-2.0
• Created: 2021-06-19T10:54:57.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-08-01T15:41:50.000Z (over 3 years ago)
• Last Synced: 2024-10-10T08:21:05.263Z (about 1 month ago)
• Topics: deep-learning, machine-learning, python, pytorch, sklearn
• Language: Python
• Homepage:
• Size: 197 KB
• Stars: 45
• Watchers: 4
• Forks: 13
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# tymon

An AI Assistant More Than a Toolkit

The reason for creating framework tymon is simple. making AI more like an assistant, helping us to complete daily AI tasks we want to accomplish, rather than just a tool. I prefer it to be interactive and "human".

# Installation

    pip install tymon

# Example

## Timeseries Assistant

### prediction task with LSTM

instant a timeseries assistant object, and choose model, set datapath.  

    

    from tymon.assistant import TimeSeries

    assistant_object = TimeSeries(model_name='LSTM',data_path='./international-airline-passengers.csv')

    assistant_object.run() 

run the code you will get a window to set the parameters for model.  

![parameters_image](/example/time_series/set_parameters.png)  

set parameters to what you want, click the start button to train the model.  

![train_process](/example/time_series/train_process.png)  

you will get final model in `./` and its performance image.  

![result_image](/example/time_series/result.png)

# Related Blog

[基于tymon，无需搭建LSTM，航班人数预测](https://blog.csdn.net/tymon_xie/article/details/118501378?spm=1001.2014.3001.5502)