Happy to announce we are open-sourcing a library at CrowdCent called numerblox, which we have been building and using internally since January. We built it mainly to simplify and scale our weekly inference pipelines, but are also using components of it for training Numerai models. The vision behind numerblox is that while the Numerai community…
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For the last two weeks I started writing for Weights & Biases (W&B) as part of their author program. They are making very cool tools for machine learning engineers. I will highlight some essential features in upcoming blog posts. My first blog post is on getting started with Numerai, which is a data science tournament…
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Happy to say that our team got 79st place in Kaggle’s Deepfake Detection competition! This is sufficient for a silver medal. In this blog post I will give an overview of our solution. In essence, we tried to include as much model diversity in our ensemble as possible in order to survive a leaderboard shakeup.…
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After spending 1.5 years on Kaggle I can confidently say that it has been the most valuable resource for learning Data Science that I encountered. Kaggle will give you a fast way to learn the basics of Data Science and participating in competitions pushes you to research the state-of-the-art and keep learning. Recently, I achieved…
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The basic website for aitube.io is now online! My goal with aitube.io is to organize the information on the Internet about AI (Artificial Intelligence) through crowdsourcing! It is an open source project where people can submit videos and suggestions from the web or upload their own videos! aitube.io will evolve so be sure to check…
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