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2022.10.28 – Stream Notes

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Stream notes

Video

Here’s the VOD:

Below is an embed

Summary

  1. Intro
    1. Work stuff
    2. Short stream
  2. Coding
    1. MeaLeon dataset available on Kaggle
    2. Doing silhouette analysis on the tSVD->tSNE transformed 2D dataset. 6 clusters has highest silhouette analysis, which means that might be the ideal number
      1. Number starts going back up in 40s, but that’s probably just over fitting

Shoutouts

Streamers who were active in chat

To Do

Code

  • [ ] Add custom function to look at the term frequency distributions
    • [ ] This is even what the scikit-learn docs do…they should just build it in to the algorithms…
  • [ ] What is a good minimium document frequency for a term and what is a cutoff? 1/number of topics?
  • [ ] Look at the example on sklearn for NMF and topic extraction
  • [ ] add ingredient information to search result box
  • [ ] Make the background tile
  • [ ] take another look at streamlit
  • [ ] Look up math theory behind t-SNE
  • [ ] optuna for automated hyperparameter searching
  • [ ] Should .lock and tool-versions be added to .gitignore? I’ve never committed them
  • [ ] Refactor to use Pola.rs
  • [ ] Write better/more thorough docstrings
  • [ ] Look up examples of applying OOP practices to data science
  • [ ] Make a PR to update the documentation for how **kwargs are used for sklearn Pipeline (their example and docs are seemingly incorrect)
  • [ ] Figure out the ideal process for putting a corpus with collection of documents through a sklearn pipeline considering you previously got the overall counts and then did tfidf on the individual recipes using the CV from overall.

Photo

  • [ ] Try to see if the preview pane in Bridge can get shifted left a little

General Stream/Admin

  • [ ] How to change wordpress endpoint, specifically /admin
  • [ ] Make hand cam a separate scene?
  • [ ] Make subgoal buying a wet fart soundboard (thanks chat) – [ ] CornoZeewo scuffed model
  • [ ] Corno mode
  • [ ] CuwonoZeewo scuffed mode
  • [ ] Need a Klawful knife emote, or a shotgun (thanks R4D4R)
  • [ ] Install minecraft
  • [X] Check and commit from laptop
  • [ ] Update suggested python dev list
    • [ ] Add statquest channel
  • [ ] 2022.10.14 First ever follow bot attack
  • [ ] Expensive redeem: crono tells lore from vtuber chat
  • [ ] Add smort command
  • [ ] Maweexy wants "Data Da Da", maybe that can be a different mode
    • [ ] Intelijens +1
  • [ ] Keyboard command
  • [ ] Really need to set up a timer for breaks/ads
    • [ ] Or just have fewer ads, Crono
  • [X] Share the actual data for MeaLeon (remove it from .gitignore)
    • [X] Files are too big: Free GitHub has a per file limit of 50MB
    • [X] JSON has been shared to Kaggle
  • [ ] Add contributing guidelines to repo
  • [ ] Use silhouette analysis to determine number of clusters
    • [ ] Elbow method said 6, my hypothesis was 12
  • [ ] Use KMeans to predict cluster for the Missing Cuisine recipes
  • [ ] Run clustering on the untransformed dataframes to see what we get out
  • [X] Fix cuisine filter (Vietnamese did not exclude Asian or Chinese, want to check "parent" and "sibling" cuisines)
  • [] Update README

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