The project use django and neuralnetwork to predict strain at break,stress at break,tan delta

  • By form1ng
  • Last update: Aug 30, 2022
  • Comments: 0

NeuralNetworkPredict

<1>DESCRIPTION The project use django and neuralnetwork to predict strain at break,stress at break,tan deltaThe progect is designed by c/s.you can write csv file and set filename of model on train html.When you train a model after five minutes,you can predict strain at break,stress at break,tan delta in predict html.Csv file'format demand input variables of twelve,they are CO_W NH_Aper NH_W HS% SS% %aromati %cyclic CED solubility CORE_pctWgt sol_pctWgt Mtw,also output varables of output Strain at break,stress at break,tan delta.

<2>ILLUSTRATE

1)Trained model file in train/upload.

2)Uploaded csv is used,they are deleted.Before deleted,thay are saved in train/upload

3)The code enable set default model and csv file.You can set them in train/.

4)The code enable set introduce csv.You can save the file in static/Predictimage after writed.

5)The code enable train'image you can install training image,also find they in static/Predictimage.

6)The code enable train multiple format model,but just predict Strain at break,stress at break,tan delta,if you trained model,you can find model like 'XXXX.pt' in train/upload.

Github

https://github.com/froming/NeuralNetworkPredict