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Home » 2022.12.01 – Stream Notes

2022.12.01 – Stream Notes

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  • Coding Stream
  • TODO MeaLeon Migrate static content from AWS to DigitalOcean
  • TODO MeaLeon Add copy to clipboard buttons for each recipe like this button to copy links in markdown format
  • TODO Photo Try to see if the preview pane in Bridge can get shifted left a little
  • TODO SteamAdmin Change wordpress endpoint
  • DONE StreamAdmin Make handcam separate scene:
    :logbook: CLOCK: [2022-12-01 Thu 22:53:39]–[2022-12-01 Thu 22:53:40] => 00:00:01 CLOCK: [2022-12-01 Thu 22:53:41]–[2022-12-01 Thu 22:53:42] => 00:00:01 :END:
    • Switch is on this scene now
  • TODO SteamAdmin Update BuenosDS Help page
    • Python dev list (from twitch)
    • Statquest
    • Fast.ai courses
  • TODO StreamAdmin Make a subgoal funding a wet fart soundboard
  • TODO StreamAdmin Corno mode
  • TODO MeaLeon Research Why does NMF work better for sparse matrices/text information retrieval? Get to read some papers!
  • TODO StreamAdmin Klawf knife or shotgun emote (thanks R4D4R)
  • TODO Fun Try Minecraft
  • TODO StreamAdmin Expensive redeem where Crono tells lore from Vtuber chat (supported by Maweexy)
  • TODO StreamAdmin Add smort command
  • TODO StreamAdmin "Data Da Da" from Maweexy and Intelijens
  • TODO StreamAdmin Fix "Me with Small Screen"
  • TODO StreamAdmin Have custom commands in easy to reach place
  • TODO StreamAdmin "Crono and Costco Hot Dogs, name a more iconic duo"
  • TODO MeaLeon Add custom function to look at the term frequency distributions
  • TODO MeaLeon Research What is a good minimum document frequency for a term and what is a cutoff? 1/number of topics?
  • TODO MeaLeon Add ingredient information to search result box (assuming this means top n ingredients, maybe their vector value)
  • TODO MeaLeon Make the background tile
  • TODO MeaLeon take another look at Streamlit (visualizations)
  • TODO MeaLeon Research Look up math theory behind t-SNE
  • DONE MeaLeon Try Optuna for hyperparameter searching
  • TODO MeaLeon Add Weights and Biases for experiment logging
  • TODO CodeAdmin Research Should .lock and tool-versions be added to .gitignore or should they be added to the repo?
  • TODO MeaLeon Refactor to use Pola.rs
  • TODO MeaLeon Write better/more thorough docstrings
  • TODO Research Look up examples of applying object oriented programming practices to data science
  • TODO OpenSource scikit-learn Make a PR to update the documentation for how **kwargs are used for sklearn Pipeline (their example and docs are seemingly incorrect)
  • TODO OpenSource scikit-learn Make a PR to update the FeatureAgglomeration docs to have linkage ward also say "only euclidean is accepted"
  • TODO MeaLeon Add contributing guidelines to repo
  • TODO MeaLeon Use KMeans to predict cluster for the Missing Cuisines
    :logbook: CLOCK: [2022-12-01 Thu 23:32:02]–[2022-12-01 Thu 23:32:02] => 00:00:00 CLOCK: [2022-12-01 Thu 23:32:03]–[2022-12-01 Thu 23:32:09] => 00:00:06 :END:
    • Started using rawer data, and switched to HDBSCAN
    • Can try to compare with KMeans later
  • TODO MeaLeon Update READMEs
  • TODO MeaLeon Determine limits of free Edamam tier, may be too restrictive
  • TODO MeaLeon Would be cool to have something like this graph with interactivity to show closest recipes to your searched recipe
  • TODO CodeAdmin Link VSCode to DigitalOcean?
  • TODO MeaLeon switch to use TFIDF instead of OHE
  • DOING MeaLeon See how HDBSCAN clusters map cuisine labels
    :logbook: CLOCK: [2022-12-01 Thu 23:38:41] CLOCK: [2022-12-01 Thu 23:38:45] :END:
  • TODO MeaLeon Predict HDBSCAN clusters for recipes that are missing labels
  • TODO MeaLeon Research Can HDBSCAN clusters be used for label similarity exclusion? Say instead of getting a Chinese recipe and excluding all Asian food, just use HDBSCAN prediction and avoid recipes with similar/same cluster
  • TODO MeaLeon Further dimension reduce for a 2 or 3D visualization for plotting/sharing
  • TODO MeaLeon Mix in the probability to impact "density" of color (like the HDBSCAN plot examples…but in Bokeh)
  • TODO NLP MeaLeon Research BERTopic

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