data_tree

Data science with Series and Tables processing are made back-traceable.

Tutorial

Series Example

scan_image

Auto Data Conversion Example

from data_tree import auto
from PIL import Image
img_path = "anything.png"
auto_img = auto("image,RGB,RGB")(Image.open(img_path))
tensor_img = auto_img.to("torch,float32,BCHW,RGB,0_255")

Please use pytest and see examples in test/ for now.

TODO

• documentation
• index bug fix
• write simple tutorial

Configuration

• place ~/.data_tree/config.yml
  • place visdom.username & visdom.server_address