spotlight VS Hacktoberfest2023

If run into trouble feel free to open an issue on Github: https://github.com/Renumics/spotlight

Hey HN,

when building ML systems for industrial AI, we have learned that data inspection is critical during the ML development process. We are also big fans of the Hugging Face ecosystem.

That is why we built an integration to our data exploration tool Spotlight that allows you to interactively explore Hugging Face datasets with one line of code.

Spotlight lets you leverage model results such as predictions and embeddings to gain a deeper understanding in data segments and model failure modes.

Currently, many many NLP, CV, Audio and multimodal datasets are supported both locally and on the hub.

You can find more info on the Hugging Face blog: https://huggingface.co/blog/scalable-data-inspection

Link to repo: https://github.com/Renumics/spotlight

Happy to hear your feedback!

Renumics Spotlight is a powerful tool for intuitively exploring unstructured datasets directly from dataframes. It’s designed to simplify data comprehension, allowing users to create interactive visualizations and leverage data enrichments like embeddings, predictions, and uncertainties to identify critical data clusters.

I've been working on our interactive dataset explorer for machine learning: renumics-spotlight. Recently, I set up an image classification example using it. I utilized Bing image search to create a fully functional example for custom-defined classes.

That is why we developed Spotlight: https://github.com/Renumics/spotlight

Official Hacktoberfest Website GitHub's Blog DigitalOcean's Blog

You're probably a little late for Hackoberfest this year.

A few days ago, I made my Final Pull Request for this year's Hacktoberfest event, and it seems to be a perfect timing for publishing a recap of the entire experience.

One of the most exciting celebrations of open source is Hacktoberfest, an annual event held throughout October that brings together developers from around the globe to contribute to open-source projects.

Hacktoberfest is happening and I see a lot of really cool movements, like articles here on Dev and in the community on Discord! (And that's really cooooll)

I’m proud of the ctfd-account-hook project and I welcome contributions to it! I’m participating in Hacktoberfest, so you can get badges for getting pull requests accepted.

Hacktoberfest is an annual event that encourages open-source contributions on platforms like GitHub by submitting four pull requests. It's a valuable opportunity for collaborative coding and gaining experience.

Finding machine learning projects that are suitable for JS/TS developers during Hacktoberfest can be daunting due to the overwhelming abundance of open-source projects. We’ve simplified this process, offering you a refined selection of opportunities where your coding skills can shine and make a real impact.