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Chaitanya Kulkarni cpkulkarni

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cpkulkarni / PostgreSQL-EXTENSIONs.md
Created March 16, 2024 18:53 — forked from joelonsql/PostgreSQL-EXTENSIONs.md
1000+ PostgreSQL EXTENSIONs

🗺🐘 1000+ PostgreSQL EXTENSIONs

This is a list of URLs to PostgreSQL EXTENSION repos, listed in alphabetical order of parent repo, with active forks listed under each parent.

⭐️ >= 10 stars
⭐️⭐️ >= 100 stars
⭐️⭐️⭐️ >= 1000 stars
Numbers of stars might not be up-to-date.

Isolation forests versus decision trees

Isolation forest paper Screen Shot 2023-02-01 at 9 47 19 PM

Screen Shot 2023-02-01 at 9 47 58 PM

Screen Shot 2023-02-01 at 9 49 41 PM

  • Isolated points should be lower and closer to the root of the tree

This book is all about patterns for doing ML. It's broken up into several key parts, building and serving. Both of these are intertwined so it makes sense to read through the whole thing, there are very many good pieces of advice from seasoned professionals. The parts you can safely ignore relate to anything where they specifically use GCP. The other issue with the book it it's very heavily focused on deep learning cases. Not all modeling problems require these. Regardless, let's dive in. I've included the stuff that was relevant to me in the notes.

Most Interesting Bullets:

  • Machine learning models are not deterministic, so there are a number of ways we deal with them when building software, including setting random seeds in models during training and allowing for stateless functions, freezing layers, checkpointing, and generally making sure that flows are as reproducible as possib
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cpkulkarni / Integrate Hue with Presto without SSL
Last active April 22, 2019 09:05
Get Presto connected through Hue without SSL
Config file for Presto
Add below line to your Presto's config.properties.
http-server.https.enabled=false