Week 4

July 07/21/23

1. Pipe breaks
   1. Minimal exploration of Streamlit + Django → assigned the ticket to Jake
2. AI3
   1. Write up some stuff about the approach discussed with Sudhir today. Add the image captured in your phone.

DNV 07/21/23 – 2:30 pm EST meeting

Notes:

1. They started the conversion from WRc from PACP in 2019
2. Lynn Valley has been the most problematic
   1. Contributes to the worse overall flow

July 07/19/23

1. Pipe breaks app
   1. Wrote routine to load saved models from the pkl files
   2. Models which can be loaded
      1. LightGBM
      2. COXPH
   3. Models which can't be loaded
      1. XGBSE
      2. XGBoost
      3. WeibullPH
2. Docs
3. CCTV Docs - ML Training
   1. Create some basic guides and walkthroughs
   2. Document stuff with respect to various backbones used, etc.
   3. Possible ways ahead to improve the training pipeline, (better backbone, )
4. CCTV Docs - ML Inference
   1. Document various extensions used to save the model, load the model and use them for prediction

July 07/18/23

July 07/17/23