Stream notes

Video

Here’s the VOD:

Below is an embed

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Summary

1. Intro
   1. How was your day?
2. Coding
   1. HDBSCAN with DBCV today?
   2. Data Science Tooling article on Medium
   3. We are running in Optuna!
      1. Some errors, but unclear why. A few people suggested convering pandas DataFrames to numpy arrays before running
   4. MLFlow vs Weights and Biases?
      1. Comparison on reddit
3. Derail/from chat
   1. Lost? Manifest? TV in general
   2. Another shoutout for Obsidian for note taking
4. Career stuff!
   1. Tweet about Pluralsight’s free certification exams
   2. What about databases?
      1. Redis: Key/Value database, very fast
   3. Add to BuenosDS Help
      1. SQLZoo
5. We raided…

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Shoutouts

Streamers who were active in chat

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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
• [] 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

• [X] 2022.10.14 First ever follow bot attack

• [ ] 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] !Keyboard command

• [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

• [X] 2022.10.31 Raided 4 times!

• [X] Migrate to DigitalOcean already

  • Flask app working in Dev!
  • Would like to make space on BuenosDS.dev/MeaLeon for it to run

• [X] 2022.11.10 stream: six raids!