Talk Julia

Valentin Churavy joins us to talk about the challenges facing organizers of virtual conferences and what he and the JuliaCon 2022 organizers did to meet those challenges and pull off a successful virtual conference.

We also chat about some of our favorite talks from JuliaCon 2022, and dig into Valentin's background in cognitive science and distributed computing.

We're excited to announce that we have opened up podcast memberships! Become a member for as little as $5/mo to get early access to episodes, social media shoutouts, and, starting at $10/mo and up, access to a members-only "office hours" call.

Your support helps us continue to bring you interviews and educational Julia content each week. It also helps us grow sustainably and improve the quality of the podcast.

Become a member today 👉

We've partnered with Manning Publications to bring all of our listeners a special 35% discount code on all of Mannings physical books, ebooks, courses, and more. There's no expiration date and you can use the discount as many times as you like!

Just visit http://mng.bz/pOzw and use the code podtalkjulia22 at checkout to get 35% off of your order!

Special Guest: Valentin Churavy.

Links:

• Julia in VS Code - What's New
• Juliaup - The Julia installer and version multiplexer
• Julia REPL Mastery Workshop
• Valentin Churavy (Website)
• Valentin Churavy (Twitter)
• Valentin Churavy (GitHub)

Viral Shah, one of the co-creators of the Julia language, join hosts David and Randy to talk about how he got into programming, what led him and his fellow co-creators to create Julia, and his thoughts on the present state and future of the language.

We're excited to announce that we have opened up podcast memberships! Become a member for as little as $5/mo to get early access to episodes, social media shoutouts, and, starting at $10/mo and up, access to a members-only "office hours" call.

Your support helps us continue to bring you interviews and educational Julia content each week. It also helps us grow sustainably and improve the quality of the podcast.

Become a member today 👉

We've partnered with Manning Publications to bring all of our listeners a special 35% discount code on all of Mannings physical books, ebooks, courses, and more. There's no expiration date and you can use the discount as many times as you like!

Just visit http://mng.bz/pOzw and use the code podtalkjulia22 at checkout to get 35% off of your order!

Special Guest: Viral Shah.

Links:

• The Julia Programming Language Website
• Julia Computing Website

David and Randy respond to an article that makes the case for JAX over Julia for machine learning, particularly when applied to solving differential equations.

David also shares a series of workshops hosted by the Julia Gender Inclusive community, as well as a new package by Elias Carvalho for creating truth tables from Julia expressions, and Randy explores a YouTube series and set of Pluto notebooks all about partially observable Markov processes.

We're excited to announce that we have opened up podcast memberships! Become a member for as little as $5/mo to get early access to episodes, social media shoutouts, and, starting at $10/mo and up, access to a members-only "office hours" call.

Your support helps us continue to bring you interviews and educational Julia content each week. It also helps us grow sustainably and improve the quality of the podcast.

Become a member today 👉

We've partnered with Manning Publications to bring all of our listeners a special 35% discount code on all of Mannings physical books, ebooks, courses, and more. There's no expiration date and you can use the discount as many times as you like!

Just visit http://mng.bz/pOzw and use the code podtalkjulia22 at checkout to get 35% off of your order!

Links:

• JAX vs Julia (vs PyTorch) by Patrick Kidger — A while ago there was an interesting thread on the Julia Discourse about the “state of machine learning in Julia”. I posted a response discussing the differences between Julia and Python (both JAX and PyTorch), and it seemed to be really well received!

David and Randy explore Julia's plotting ecosystem and discuss plotting in Julia using Plots.jl, GadFly.jl, VegaLite.jl, Makie.jl, and more.

We're excited to announce that we have opened up podcast memberships! Become a member for as little as $5/mo to get early access to episodes, social media shoutouts, and, starting at $10/mo and up, access to a members-only "office hours" call.

Your support helps us continue to bring you interviews and educational Julia content each week. It also helps us grow sustainably and improve the quality of the podcast.

Become a member today 👉

We've partnered with Manning Publications to bring all of our listeners a special 35% discount code on all of Mannings physical books, ebooks, courses, and more. There's no expiration date and you can use the discount as many times as you like!

Just visit http://mng.bz/pOzw and use the code podtalkjulia22 at checkout to get 35% off of your order!

Links:

• Plots.jl Docs
• PlotThemes.jl Docs
• Names Colors Reference
• Julia Visualization Libraries: Which Is Best? (by Emmet Boudreau)
• Gadfly.jl Docs
• VegaLite.jl Docs
• Makie.jl Docs
• AlgebraOfGraphics.jl GitHub
• Julia Discourse Visualization Category

Bogumił Kamiński discusses his new book Julia For Data Analysis (Manning) and his work on the DataFrames.jl package.

📖 Get a permanent 35% discount on Julia For Data Analaysis and every other Manning product 👉 http://mng.bz/pOzw (use code podtalkjulia22)

✨ How to win a FREE copy of Julia For Data Analysis ✨

Share this page on Twitter with the hashtag #JuliaForDataAnalysis and @ mention us (@talkjuliapod). Be sure to follow us on Twitter so that we can DM you the discount code if you win! https://twitter.com/talkjuliapod

Special Guest: Bogumił Kamiński.

Links:

• Julia For Data Analysis (use code podtalkjulia22 for a 35% discount)
• Train Your Brain
• Bogumił's Blog
• DataFrames.jl (Docs)
• DataFrames.jl (GitHub)
• Dagger.jl (GitHub)

JuMP.jl is a an optimization library written entirely in the Julia language. And it's FAST!

JuMP co-creator Miles Lubin join hosts David Amos and Randy Davila to discuss the inspiration behind JuMP, how JuMP become a NumFOCUS sponsored project, the journey to JuMP's version 1.0 release, and the future of the project.

We're excited to announce that we have opened up podcast memberships! Become a member for as little as $5/mo to get early access to episodes, social media shoutouts, and, starting at $10/mo and up, access to a members-only "office hours" call.

Your support helps us continue to bring you interviews and educational Julia content each week. It also helps us grow sustainably and improve the quality of the podcast.

Become a member today 👉

We've partnered with Manning Publications to bring all of our listeners a special 35% discount code on all of Mannings physical books, ebooks, courses, and more. There's no expiration date and you can use the discount as many times as you like!

Just visit http://mng.bz/pOzw and use the code podtalkjulia22 at checkout to get 35% off of your order!

Special Guest: Miles Lubin.

Links:

• JuMP Website
• JuMP Discourse Forum
• JuMP Documentation
• Miles Lubin's Website
• Miles Lubin's GitHub Profile

Once you experience the Julia REPL, it's hard to go back to anything else.

Join hosts David Amos and Randy Davila as we explore the Julia REPL with Julia's official REPL stan Miguel Raz. Miguel shares his Julia story, how Julia is being used in undergraduate courses at Mexico's UNAM, reflects on the willingness of the Julia community to collaborate with other language communities, and teaches us some nifty Julia REPL tips and tricks.

We're excited to announce that we have opened up podcast memberships! Become a member for as little as $5/mo to get early access to episodes, social media shoutouts, and, starting at $10/mo and up, access to a members-only "office hours" call.

Your support helps us continue to bring you interviews and educational Julia content each week. It also helps us grow sustainably and improve the quality of the podcast.

Become a member today 👉

We've partnered with Manning Publications to bring all of our listeners a special 35% discount code on all of Mannings physical books, ebooks, courses, and more. There's no expiration date and you can use the discount as many times as you like!

Just visit http://mng.bz/pOzw and use the code podtalkjulia22 at checkout to get 35% off of your order!

Special Guest: Miguel Raz.

Talk Julia co-host Randy Davila talks about his automated conjecturing program Christy.jl and how he uses it to generate new research problems in graph theory and mathematics using artificial intelligence.

Learn how automated conjecturing works, how Randy got into it, and how Christy.jl can be used to generate problems and potential relations in other domains, too.

We're excited to announce that we have opened up podcast memberships! Become a member for as little as $5/mo to get early access to episodes, social media shoutouts, and, starting at $10/mo and up, access to a members-only "office hours" call.

Your support helps us continue to bring you interviews and educational Julia content each week. It also helps us grow sustainably and improve the quality of the podcast.

Become a member today 👉

We've partnered with Manning Publications to bring all of our listeners a special 35% discount code on all of Mannings physical books, ebooks, courses, and more. There's no expiration date and you can use the discount as many times as you like!

Just visit http://mng.bz/pOzw and use the code podtalkjulia22 at checkout to get 35% off of your order!

Logan Kilpatrick discusses his role at the Julia Project, his journey to becoming a Julia developer, and his thoughts on how we can better serve the Julia community and help boost adoption.

We're excited to announce that we have opened up podcast memberships! Become a member for as little as $5/mo to get early access to episodes, social media shoutouts, and, starting at $10/mo and up, access to a members-only "office hours" call.

Your support helps us continue to bring you interviews and educational Julia content each week. It also helps us grow sustainably and improve the quality of the podcast.

Become a member today 👉

We've partnered with Manning Publications to bring all of our listeners a special 35% discount code on all of Mannings physical books, ebooks, courses, and more. There's no expiration date and you can use the discount as many times as you like!

Just visit http://mng.bz/pOzw and use the code podtalkjulia22 at checkout to get 35% off of your order!

This week on Talk Julia, David and Randy share and explore resources from around the Julia community all about file input and output and beautiful terminal output. You'll learn how to read and write files in Julia, work the the filesystem, and see how packages like FIGlet.jl and Term.jl can take command line applications to the next level.

We're excited to announce that we have opened up podcast memberships! Become a member for as little as $5/mo to get early access to episodes, social media shoutouts, and, starting at $10/mo and up, access to a members-only "office hours" call.

Your support helps us continue to bring you interviews and educational Julia content each week. It also helps us grow sustainably and improve the quality of the podcast.

Become a member today 👉

We've partnered with Manning Publications to bring all of our listeners a special 35% discount code on all of Mannings physical books, ebooks, courses, and more. There's no expiration date and you can use the discount as many times as you like!

Just visit http://mng.bz/pOzw and use the code podtalkjulia22 at checkout to get 35% off of your order!

Links:

• What is file I/O in Julia? by Ifihanagbara Olusheye
• FIGlet.jl GitHub Repository
• Term.jl GitHub Repository
• Julia Machine Learning for Beginners Playlist (Julia for Talented Amateurs)
• Import and combine multiple .csv files using R and Julia by Guy Sutton
• The Julia Language Handbook by George Root