The launch of Grok 4.3 represents a calculated bet by xAI that the market wants specialized brilliance and extreme cost efficiency over a perfectly balanced generalist.

Pull requests help you collaborate on code with other people. As pull requests are created, they’ll appear here in a searchable and filterable list. To get started, you should create a pull request.

Parse Document Model (Python) provides Pydantic models for representing text documents using a hierarchical model. This library allows you to define documents as a hierarchy of (specialised) nodes ...

Machine learning is an aspect of Artificial Intelligence, which provides computers the ability to teach themselves to automatically improve and learn. It happens to be one of the greatest fields ...

Abstract: We present a deep transformation model for probabilistic regression. Deep learning is known for outstandingly accurate predictions on complex data but in regression tasks it is predominantly ...

Data analysis and statistics are essential skills for anyone who wants to work with data and extract meaningful insights from it. Whether you are a researcher, a business analyst, a data scientist, or ...

Using genotype data to perform accurate genetic prediction of complex traits can facilitate genomic selection in animal and plant breeding programs, and can aid in the development of personalized ...