[Meeting Notes CX] SW11

[FloBaumgartner]

The timeline for the discussion:

• modeling and models from huggingface for sentiment

What are the most important insights since last weekly?

Where do we stand in our timeline?

• almost back on track

What are the most important topics discussed?

• how do we model our data?

  • we could integrate the sentiment as a timline (moritz)
  • m_posts as new timeline feature (how many posts per timestep)(Moritz)
  • make like a thousand timelines and do it in one model (moritz)

• easier to get ready to use models if we do everything in one timeseries model and dont build our own transformer etc (moritz)

• multirocket as baseline for the discussed model approach -> regressior / classificator -> t.b.d. what we use

• baselinemodel with own generated futures with like a xgboost model

where are we?

• eda plots in progress, finish until next week
  • PCA on embedded sentiment analysis and do eda on it (U-Map?)
• inform about text embedding models
• read some papers about modelling
• preprocess data for modelling (SW12)

What was decided?

• see discussion above

Feelings:

overall: all are a littlebit tired but overall good 😄
project: top motivated 😄