Complex

The complex math of counterfactuals could help Spotify pick your next favorite song

“Causal reasoning is critical for machine learning,” says Nailong Zhang, a software engineer at Meta. Meta is using causal inference in a machine-learning model that manages what number of and what sorts of notifications...

A system for generating 3D point clouds from complex prompts

While recent work on text-conditional 3D object generation has shown promising results, the state-of-the-art methods typically require multiple GPU-hours to supply a single sample. That is in stark contrast to state-of-the-art generative image models,...

Use Regex Patterns in Pandas to Work With Complex Strings Conclusion

simplifies pattern-matching tasks on large amounts of text — Pandas makes it elegantBesides readability, each methods aren’t too different. However the difference becomes significant if you happen to’re working with an unlimited dataset.Also,...

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