Research Tools: code, datasets, & models

This repository contains the code referred in the paper “Craft an Iron Sword: Dynamically Generating Interactive Game Characters by Prompting Large Language Models Tuned on Code”

With FarmVibes.AI, you can develop rich geospatial insights for agriculture and sustainability. Build models that fuse multiple geospatial and spatiotemporal datasets to obtain insights (e.g. estimate carbon footprint, understand growth rate, detect practices followed) that would…

This repository houses the supporting code for the paper Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent. The Dense Gradient Tree (DGT) technique supports learning decision trees of a given height for…

SelfTune is an RL framework that enables systems and service developers to automatically tune various configuration parameters and other heuristics in their codebase, rather than manually-tweaking, over time in deployment. It provides easy-to-use API (Python,…

This project contains example notebooks exhibiting confidence sequences that are robust, i.e., converge for observations with infinite variance. Robust Mean Demo: The basic technique for covering the running conditional mean in a nonstationary environment. Includes…

Large-scale pretrained models for goal-directed dialog. This repository showcases building goal-directed dialog using GODEL, and contains the dataset, source code and pre-trained model for the following paper: GODEL: Large-Scale Pre-Training for Goal-Directed Dialog

This repo contains the code for the video analysis pipeline for the paper Towards Automating Retinoscopy for Refractive Error Diagnosis accepted at the IMWUT 2022. The input to the system is a retinoscopic video, with the patient wearing…

BioGPT is a pre-trained language model for text mining and generation for biomedical domain research.

Humans make tens of thousands of decisions every day. Project Causica aims to develop machine learning solutions for efficient decision making that demonstrate human expert-level performance across all domains. We develop advanced machine learning solutions…

Motivated by our recent work (opens in new tab), we are releasing a repository for training transformer models with differential privacy. Our repository is based on integrating the Opacus library (opens in new tab) to the Hugging Face (opens…