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Home » 2022.11.17 – Code Stream

2022.11.17 – Code Stream

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Stream notes

Video

Here’s the VOD:

Below is an embed

Summary

  1. Intro
    1. Short stream today
    2. Scarlet / Violet coming tomorrow
    3. Melatonin vs no melatonin?
      1. I’m taking 1mg
  2. Coding
    1. HDBSCAN is done! Took almost a week…
      1. 6 days to run 1,000 trials…
    2. Would’ve been nice to have Weights and Biases working
    3. Can this be sped up if we need it again?
  3. From chat/derail
    1. Courses from fast.ai

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)
  • [ ] Make a PR to update the FeatureAgglomeration docs to have linkage ward also say "only euclidean is accepted"
  • [ ] Make a PR to update FeatureAgglomeration docs: cosine affinity cannot work with sparse matrices
  • [ ] Add contributing guidelines to repo
  • [ ] Use KMeans to predict cluster for the Missing Cuisine recipes
    • [ ] Move to rawer data (see step below)
  • [ ] Run clustering on the untransformed dataframes to see what we get out
  • [] Update README
  • [] Check speed limiter on Edamam, it may be too restrictive
    • See if there’s an error code to diagnose
  • [] Would be cool to have something like this graph
    • Have interactivity to display the closest recipes to your searched recipe
  • [] Link VSCode to the droplet (can use SSH)
  • [] How to (check vod from 11.11)
  • [] Add button to copy links in markdown format in MeaLeon
  • [] Reenable TFIDF instead of the OHE vectors

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

  • [ ] Update suggested python dev list

    • [ ] Add statquest channel

  • [ ] Expensive redeem: crono tells lore from vtuber chat (Requested by maweexy)

  • [ ] Add smort command

  • [ ] Maweexy wants "Data Da Da", maybe that can be a different mode

    • [ ] Intelijens +1

  • [X] Really need to set up a timer for breaks/ads

    • [ ] Or just have fewer ads, Crono

  • [ ] Fix me with small screen scene

  • [X] Add a raid command that shouts out raiders and links to an intro/MeaLeon

  • check out deadmau5 one day

    • LTT x deadmau5

  • What were the results of the pun poll?

  • For next stream

    • Classify and or cluster the missing labels to see how they can augment existing recipe database

Socials

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