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Sample Space

Podcast Sample Space
probabl
Sample space is a podcast about tools, thoughts and techniques from machine learning practitioners. We talk to toolmakers and practitioners about interesting pr...

Beschikbare afleveringen

5 van 14
  • Time for some (extreme) distillation with Thomas van Dongen - founder of the Minish Lab
    Word embeddings might feel like they are a little bit out of fashion. After all, we have attention mechanisms and transformer models now, right? Well, it turns out that if you apply distillation the right way you can actually get highly performant word embeddings out. It's a technique featured by the model2vec project from the Minish lab and in this episode we talk to the founder to learn more about the technique.We have a Discord these days, feel free to discuss the podcast with us there! https://discord.probabl.ai This podcast is part of the open efforts over at probabl. To learn more you can check out website or reach out to us on social media. Website: https://probabl.ai/ Bluesky: https://bsky.app/profile/probabl.bsky.social LinkedIn: https://www.linkedin.com/company/probabl Twitter: https://x.com/probabl_ai #probabl
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  • Imbalanced learn: regrets and onwards - with Guillaume Lemaitre, maintainer
    Imbalanced learn is one of the most popular scikit-learn projects out there. It has support for resampling techniques which historically have always been used for imbalanced classification use-cases. However, now that we are a few years down the line, it may be time to start rethinking the library. As it turns out, other techniques may be preferable. We talk to the maintainer, Guillaume Lemaitre, to discuss the lessons that have been learned over the last decade.We have a Discord these days, feel free to discuss the podcast with us there! https://discord.probabl.aiThis podcast is part of the open efforts over at probabl. To learn more you can check out website or reach out to us on social media.Website: https://probabl.ai/Bluesky: https://bsky.app/profile/probabl.bsky.socialLinkedIn: https://www.linkedin.com/company/probablTwitter: https://x.com/probabl_ai
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  • You want to be in control of your own Copilot - with Ty Dunn, co-founder at Continue.dev
    There are many LLMs that you can use for programming these days. Some of them even go into your IDE like Cursor or Github Copilot. But what if you want to tweak these LLMs do to what you want? Instead of being stuck with the tools that a vendor gives you, the goal of Continue.dev is to allow you to customise this yourself. In this podcast we talk to Ty Dunn, co-founder of the project to learn more about this.If you are curious to learn more about this effort, please check out https://continue.dev. You may always want to read the manifesto over at https://amplified.dev/.We have a Discord these days, feel free to discuss the podcast with us there! https://discord.probabl.aiThis podcast is part of the open efforts over at probabl. To learn more you can check out website or reach out to us on social media. Website: https://probabl.ai/ Bluesky: https://bsky.app/profile/probabl.bsky.social LinkedIn: https://www.linkedin.com/company/probabl Twitter: https://x.com/probabl_ai
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  • What it is like to maintain the scikit-learn docs - with David Arturo Amor Quiroz, scikit-learn docs maintainer
    Scikit-learn's documentation pages are celebrated. But not everyone is aware that the project actually has somebody on payroll to take care of it. In this episode we talk to Arturo about stories from the scikit-learn documentation. In particular, the docs have a recommender that few folks are aware of. People just assume that it is manually curated, but there are a few base scikit-learn tools under the hood there. Link to the official scikit-learn MOOC: https://inria.github.io/scikit-learn-mooc/ We have a Discord these days, feel free to discuss the podcast with us there! https://discord.probabl.ai You can follow the podcast on most podcast players including apple podcasts, spotify and rss.com. - https://podcasts.apple.com/us/podcast/sample-space/id1739598572 - https://open.spotify.com/show/0BnwEHuyOlHgeZfselpn1n - https://rss.com/podcasts/sample-space/ This podcast is part of the open efforts over at probabl. To learn more you can check out website or reach out to us on social media. Website: https://probabl.ai/ Bluesky: https://bsky.app/profile/probabl.bsky.social LinkedIn: https://www.linkedin.com/company/probabl Twitter: https://x.com/probabl_ai
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  • Sqlite can totally do embeddings now - with Alex Garcia, sqlite-vec maintainer
    Vector databases are kind of everywhere these days. There is a big pool of VC's that are pooring money into the ecosystem too. But while all of that is happening, sqlite has also gotten support for it. In this episode we talk the Alex Garcia, the maintainer of this project, and discuss how the project got created on what the future has in store. Sqlite-vec Github repo:https://github.com/asg017/sqlite-vecAlex Garcia blog:https://alexgarcia.xyz/blog/2024/sqlite-vec-hybrid-search/index.htmlDatasette discord:https://discord.com/invite/ktd74dm5mwSqlite-vec channel on Mozilla Discord:https://discord.gg/Ve7WeCJFXk
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Sample space is a podcast about tools, thoughts and techniques from machine learning practitioners. We talk to toolmakers and practitioners about interesting problems in the real world to find out how great ideas in our field actually manifest.
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