Chris Campbell
@texasbe2trill.bsky.social
Aspiring AI/NLP engineer focused on machine learning, text analytics, and making sense of unstructured chaos.
Reposted by Chris Campbell
Is there a better way to handle multi-class zero-shot classification? Doster Esh argues for pairwise comparisons over standard methods.
Pairwise Cross-Variance Classification | Towards Data Science
Multi-class zero-shot embedding classification and error checking
towardsdatascience.com
November 16, 2025 at 4:27 PM
Is there a better way to handle multi-class zero-shot classification? Doster Esh argues for pairwise comparisons over standard methods.
Reposted by Chris Campbell
What’s the coolest thing you’ve checked out with your library card? Comment below 👇
September 16, 2025 at 12:12 AM
What’s the coolest thing you’ve checked out with your library card? Comment below 👇
July 8, 2025 at 10:48 PM
July 7, 2025 at 5:07 AM
Quick trick to get Steam games on linux especially gnome desktop environments to recognize proper external display resolution on ultrawide monitors.
#github #linux #steam #gnome #linuxgaming #ultrawidemonitor #cachyos
gist.github.com/texasbe2tril...
#github #linux #steam #gnome #linuxgaming #ultrawidemonitor #cachyos
gist.github.com/texasbe2tril...
Fix for Steam games resolution issues on ultrawide external monitors using GNOME on Linux.
Fix for Steam games resolution issues on ultrawide external monitors using GNOME on Linux. - steam-ultrawide-gnome-resolution-fix.md
gist.github.com
July 7, 2025 at 4:07 AM
Quick trick to get Steam games on linux especially gnome desktop environments to recognize proper external display resolution on ultrawide monitors.
#github #linux #steam #gnome #linuxgaming #ultrawidemonitor #cachyos
gist.github.com/texasbe2tril...
#github #linux #steam #gnome #linuxgaming #ultrawidemonitor #cachyos
gist.github.com/texasbe2tril...
Dark mode 💻
July 5, 2025 at 9:59 PM
Dark mode 💻
Reposted by Chris Campbell
monday: I have an incredible project idea!!
tuesday: *create the repo and install everything*
wednesday: *work like a madman for 12h straight*
thursday: actually not sure about the idea..
friday: do nothing
saturday: what am i gonna do
sunday: omg new product idea!!
🔁
tuesday: *create the repo and install everything*
wednesday: *work like a madman for 12h straight*
thursday: actually not sure about the idea..
friday: do nothing
saturday: what am i gonna do
sunday: omg new product idea!!
🔁
June 4, 2025 at 12:31 PM
monday: I have an incredible project idea!!
tuesday: *create the repo and install everything*
wednesday: *work like a madman for 12h straight*
thursday: actually not sure about the idea..
friday: do nothing
saturday: what am i gonna do
sunday: omg new product idea!!
🔁
tuesday: *create the repo and install everything*
wednesday: *work like a madman for 12h straight*
thursday: actually not sure about the idea..
friday: do nothing
saturday: what am i gonna do
sunday: omg new product idea!!
🔁
Reposted by Chris Campbell
This week in #rstats 🔥
- using R to analyse NASA data 🚀
- a guide to LLM tools in R 🤖
- R Shiny options() and how to use them ✨
- an example LLM-based app project in R and how it has progressed 📖
this and more at the link below! 🎉
#news #data #llm #ai
www.linkedin.com/pulse/week-r...
- using R to analyse NASA data 🚀
- a guide to LLM tools in R 🤖
- R Shiny options() and how to use them ✨
- an example LLM-based app project in R and how it has progressed 📖
this and more at the link below! 🎉
#news #data #llm #ai
www.linkedin.com/pulse/week-r...
This week in R (2025-02-21)
Learn more about the world of LLM tools in R; see how an LLM project gets started and evolves; take a peek under the Shiny source code; and much more!
www.linkedin.com
February 21, 2025 at 3:21 PM
Reposted by Chris Campbell
Discover posit::conf as an Opportunity Scholar! The deadline to apply is this Friday, February 21st.
The program includes travel funds, accommodations, and registration. We shared reflections from a few of last year's Scholars: posit.co/blog/discove...
Apply today!
#PositConf2025 #RStats #Python
The program includes travel funds, accommodations, and registration. We shared reflections from a few of last year's Scholars: posit.co/blog/discove...
Apply today!
#PositConf2025 #RStats #Python
February 19, 2025 at 6:59 PM
Discover posit::conf as an Opportunity Scholar! The deadline to apply is this Friday, February 21st.
The program includes travel funds, accommodations, and registration. We shared reflections from a few of last year's Scholars: posit.co/blog/discove...
Apply today!
#PositConf2025 #RStats #Python
The program includes travel funds, accommodations, and registration. We shared reflections from a few of last year's Scholars: posit.co/blog/discove...
Apply today!
#PositConf2025 #RStats #Python
Reposted by Chris Campbell
We're excited to announce Catherine Nelson as keynote speaker at posit::conf(2025)! Author of "Software Engineering for Data Scientists," she'll share how data scientists can benefit from software engineering best practices! Sept 16-18 in Atlanta.
pos.it/conf
#PositConf2025 #Python #rstats #pydata
pos.it/conf
#PositConf2025 #Python #rstats #pydata
February 6, 2025 at 3:22 PM
We're excited to announce Catherine Nelson as keynote speaker at posit::conf(2025)! Author of "Software Engineering for Data Scientists," she'll share how data scientists can benefit from software engineering best practices! Sept 16-18 in Atlanta.
pos.it/conf
#PositConf2025 #Python #rstats #pydata
pos.it/conf
#PositConf2025 #Python #rstats #pydata
Reposted by Chris Campbell
If you’re willing to give httr2 a go, then httr2.r-lib.org/reference/re... will take care of a lot of the details for you.
Perform requests iteratively, generating new requests from previous responses — req_perform_iterative
req_perform_iterative() iteratively generates and performs requests,
using a callback function, next_req, to define the next request based on
the current request and response. You will probably want t...
httr2.r-lib.org
February 5, 2025 at 5:19 PM
If you’re willing to give httr2 a go, then httr2.r-lib.org/reference/re... will take care of a lot of the details for you.
After experimenting with API limits against endpoints, I discovered that R makes this inherently easy to solve.
The ceiling function can determine the maximum number of pages that can be retrieved.
max_pages <- ceiling(data$total / limit)
#DataScience #API #RStats #Programming #OpenScience
The ceiling function can determine the maximum number of pages that can be retrieved.
max_pages <- ceiling(data$total / limit)
#DataScience #API #RStats #Programming #OpenScience
February 5, 2025 at 2:53 AM
After experimenting with API limits against endpoints, I discovered that R makes this inherently easy to solve.
The ceiling function can determine the maximum number of pages that can be retrieved.
max_pages <- ceiling(data$total / limit)
#DataScience #API #RStats #Programming #OpenScience
The ceiling function can determine the maximum number of pages that can be retrieved.
max_pages <- ceiling(data$total / limit)
#DataScience #API #RStats #Programming #OpenScience
🚀 Just released Ransomware Analysis with Shodan API!
🔍 Interactive map of ransomware infections 🌍
📊 Built with R, ggplot2, & plotly
Check it out & contribute! 🔗 github.com/texasbe2tril...
#Cybersecurity #DataScience #Rstats #Shodan #Ransomware
🔍 Interactive map of ransomware infections 🌍
📊 Built with R, ggplot2, & plotly
Check it out & contribute! 🔗 github.com/texasbe2tril...
#Cybersecurity #DataScience #Rstats #Shodan #Ransomware
GitHub - texasbe2trill/ShodanR: An interactive visualization of ransomware infections worldwide using data from the Shodan API. Built with R, ggplot2, and plotly, this project maps infected hosts.
An interactive visualization of ransomware infections worldwide using data from the Shodan API. Built with R, ggplot2, and plotly, this project maps infected hosts. - texasbe2trill/ShodanR
github.com
February 3, 2025 at 8:42 PM
🚀 Just released Ransomware Analysis with Shodan API!
🔍 Interactive map of ransomware infections 🌍
📊 Built with R, ggplot2, & plotly
Check it out & contribute! 🔗 github.com/texasbe2tril...
#Cybersecurity #DataScience #Rstats #Shodan #Ransomware
🔍 Interactive map of ransomware infections 🌍
📊 Built with R, ggplot2, & plotly
Check it out & contribute! 🔗 github.com/texasbe2tril...
#Cybersecurity #DataScience #Rstats #Shodan #Ransomware
Reposted by Chris Campbell
Stop committing API keys in your notebooks! Here's my practical guide to securing secrets in data science:
✓ Using direnv + .env files
✓ Pre-commit hooks that work
✓ What to do when you mess up
https://buff.ly/3WfBPAt #datascience #security
✓ Using direnv + .env files
✓ Pre-commit hooks that work
✓ What to do when you mess up
https://buff.ly/3WfBPAt #datascience #security
A practical guide to securing secrets in data science projects
written by Eric J. Ma on 2025-01-10 | tags: cybersecurity pre-commit hooks jupyter secrets management best practices data science
buff.ly
January 29, 2025 at 12:00 PM
Stop committing API keys in your notebooks! Here's my practical guide to securing secrets in data science:
✓ Using direnv + .env files
✓ Pre-commit hooks that work
✓ What to do when you mess up
https://buff.ly/3WfBPAt #datascience #security
✓ Using direnv + .env files
✓ Pre-commit hooks that work
✓ What to do when you mess up
https://buff.ly/3WfBPAt #datascience #security
Quick appreciation post for the #BearApp. I love being able to take notes in Markdown. The syntax highlighting for various programming languages is a nice touch. All that's missing is a tag icon for R. #DataScience #RStats #iOS #macOS
February 1, 2025 at 3:09 AM
Quick appreciation post for the #BearApp. I love being able to take notes in Markdown. The syntax highlighting for various programming languages is a nice touch. All that's missing is a tag icon for R. #DataScience #RStats #iOS #macOS