Polaris
Polaris is a benchmarking platform designed to advance machine learning in drug discovery. It facilitates the sharing and access of datasets and benchmarks, aiming to improve the impact of ML on real-world drug discovery. The platform aggregates datasets and benchmarks, offering a single source of truth. Users can download datasets and evaluate their methods on benchmarks. Polaris collaborates with industry leaders like Recursion Pharmaceuticals, AstraZeneca, and Pfizer to release recommended benchmarks and datasets, along with guidelines for data curation and method evaluation. The platform also hosts competitions, such as the Antiviral Competition, to drive progress in specific drug discovery areas like antiviral development.
Polaris
Polaris is a benchmarking platform designed to advance machine learning in drug discovery. It facilitates the sharing and access of datasets and benchmarks, aiming to improve the impact of ML on real-world drug discovery. The platform aggregates datasets and benchmarks, offering a single source of truth. Users can download datasets and evaluate their methods on benchmarks. Polaris collaborates with industry leaders like Recursion Pharmaceuticals, AstraZeneca, and Pfizer to release recommended benchmarks and datasets, along with guidelines for data curation and method evaluation. The platform also hosts competitions, such as the Antiviral Competition, to drive progress in specific drug discovery areas like antiviral development.