tai-chi-engine 0.0.4

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Tai-Chi Engine

Powerful deep learning for civilians

太极引擎 深度学习： 强大、多模态、灵活、平民化

Essence of the Tai-Chi Engine

• Close to state-of-the-art Deep learning, friendly to office folks, all coding-free, clicks away.
• Flexible, supporting multiple kinds of data (image, text, category, multi-category, etc), multiple x at the same time.
• Which columns to be x? Which column to be y? You can decide and play, see if the AI finds out how to guess.

Our big pitch

• If you're a coding muggle - play with the engine, you'll understand ideas around Deep Learning, and have good model.
• If you're a pro - it's still wildly fun to try new models in 2 minutes' click, especially you have around a dozen columns.

Playing Tai-Chi

First, tell me you are already in a jupyter notebook environment.

Open up a table, a pandas dataframe, from excel or from csv file or from SQL database, dosn't matter.

import pandas as pd
df = pd.read_csv('your_data.csv')

Then, you can use the following code to play with the engine.

from tai_chi_engine import TaiChiEngine
# load the engine
engine = TaiChiEngine(df, project="./where/to_save/your_model")
# start the playing
engine()

Good to go!

Installation

pip install tai-chi-engine

Links

• The github repository is here