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@veekaybee
veekaybee / normcore-llm.md
Last active June 14, 2024 07:51
Normcore LLM Reads

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Screenshot 2023-12-18 at 10 40 27 PM

Pre-Transformer Models

@jpryda
jpryda / scdc_rxcui_ndc.sql
Last active June 15, 2024 19:46
Mapping from RxNorm to NDC [Brand/Generic RXCUI (SCD/SBD/GPCK/BPCK) and SCDC Crosswalks]
/*
RxNorm SCDC and Brand/Generic RXCUI (SCD/SBD/GPCK/BPCK) to NDC Crosswalks
We care about semantically defined RxNorm normal forms for clinical/branded drugs and packs ONLY.
Certain NDCs that are associated with Non-RxNorm Concepts are ignored even though these may occur (infrequently) in real data.
e.g.
44946104501
50967031730
76439025810
@rspeare
rspeare / p_values_for_logreg.py
Last active February 4, 2024 02:50
P values for sklearn logistic regression
from sklearn import linear_model
import numpy as np
import scipy.stats as stat
class LogisticReg:
"""
Wrapper Class for Logistic Regression which has the usual sklearn instance
in an attribute self.model, and pvalues, z scores and estimated
errors for each coefficient in
let itemIDs = [1, 2, 3, 4, 5];
itemIDs.reduce((promise, itemID) => {
return promise.then(_ => api.deleteItem(itemID));
}, Promise.resolve());
@sebsto
sebsto / gist:19b99f1fa1f32cae5d00
Created August 8, 2014 15:53
Install Maven with Yum on Amazon Linux
sudo wget http://repos.fedorapeople.org/repos/dchen/apache-maven/epel-apache-maven.repo -O /etc/yum.repos.d/epel-apache-maven.repo
sudo sed -i s/\$releasever/6/g /etc/yum.repos.d/epel-apache-maven.repo
sudo yum install -y apache-maven
mvn --version
@lexrus
lexrus / HD.txt
Last active July 20, 2023 08:11
All WWDC 2013 Session Videos URLs in https://developer.apple.com/wwdc/videos/ dumped with Chrome. You can download these videos **without** a Apple developer account by running the download.sh script. There is also a sample code downloader here: https://github.com/jfahrenkrug/WWDC-Downloader
http://devstreaming.apple.com/videos/wwdc/2013/710xfx3xn8197k4i9s2rvyb/710/710-HD.mov?dl=1
http://devstreaming.apple.com/videos/wwdc/2013/202xdx2x47ezp1wein/202/202-HD.mov?dl=1
http://devstreaming.apple.com/videos/wwdc/2013/200xdx2x35e1pxiinm/200/200-HD.mov?dl=1
http://devstreaming.apple.com/videos/wwdc/2013/413xdx5x97itb5ek4yex3r7/413/413-HD.mov?dl=1
http://devstreaming.apple.com/videos/wwdc/2013/612xax4xx65z1ervy5np1qb/612/612-HD.mov?dl=1
http://devstreaming.apple.com/videos/wwdc/2013/221xex4xxohbllf4hblyngt/221/221-HD.mov?dl=1
http://devstreaming.apple.com/videos/wwdc/2013/220xbx4xipaxfd1tggxuoib/220/220-HD.mov?dl=1
http://devstreaming.apple.com/videos/wwdc/2013/711xcx4x8yuutk8sady6t9f/711/711-HD.mov?dl=1
http://devstreaming.apple.com/videos/wwdc/2013/404xbx2xvp1eaaqonr8zokm/404/404-HD.mov?dl=1
http://devstreaming.apple.com/videos/wwdc/2013/505xbx4xrgmhwby4oiwkrpp/505/505-HD.mov?dl=1
@jedsundwall
jedsundwall / gist:586144
Created September 18, 2010 23:00
CSS to add commas to items in an unordered list without leaving a comma hanging at the end of the list
ul.tags {
display: inline;
margin: 0;
padding: 0;
}
ul.tags li {
display: inline;
list-style: none;
margin: 0;