Artificial Intelligence

Official PyTorch implementation for the paper: “Renee: End-to-end training of extreme classification models” accepted at MLSys 2023.

INTREPID (stands for INTeractive learning via REPresentatIon Discovery) is a library that contains various interactive learning algorithms that learn a representation (or a latent state) from observational data in order to complete their tasks.

Syntheseus is a package for retrosynthetic planning. It contains implementations of common search algorithms and a simple API to wrap custom reaction models and write custom algorithms. It is meant to allow for simple benchmarking…

Guidance enables you to control modern language models more effectively and efficiently than traditional prompting or chaining. Guidance programs allow you to interleave generation, prompting, and logical control into a single continuous flow matching how…