Dataset Source Code
TaxiNLI
Taoxnomic Re-annotation of NLI Examples in MultiNLI Dataset | Also on the Microsoft Download Center: https://www.microsoft.com/en-us/download/details.aspx?id=102127
Research Tools: code, datasets, & models
Discover an index of datasets, SDKs, APIs and open-source tools developed by Microsoft researchers and shared with the global academic community below. These experimental technologies—available through Azure AI Foundry Labs (opens in new tab)—offer a glimpse into the future of AI innovation.
Dataset Source Code
InnerEye-CreateDataset
InnerEye-CreateDataset contains tools to convert medical datasets in DICOM-RT format to NIFTI. Datasets converted using this tool can be consumed directly by InnerEye-DeepLearning.
Dataset Source Code
CodeXGLUE
CodeXGLUE is a benchmark dataset and open challenge for code intelligence. It includes a collection of code intelligence tasks and a platform for model evaluation and comparison. CodeXGLUE stands for General Language Understanding Evaluation benchmark…
Dataset Source Code
MPNet
MPNet: Masked and Permuted Pre-training for Language Understanding, by Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, Tie-Yan Liu, is a novel pre-training method for language understanding tasks. It solves the problems of MLM (masked…
Dataset Source Code
Pytorch-wildlife
At the core of our mission is the desire to create a harmonious space where conservation scientists from all over the globe can unite. Where they’re able to share, grow, use datasets and deep learning…
Dataset Source Code
Microsoft AI for Earth Species Classification API
This project contains the training code for the Microsoft AI for Earth Species Classification API, along with the code for our API demo page. This API classifies handheld photos of around 5000 plant and animal species.…
Dataset Source Code
AI for Earth Engineering and Data Science
After developing an algorithm or machine learning model, researchers face the problem of deploying their model for others to consume, integrating it with data sources, securing its access, and keeping it current. Due to these…
Dataset Source Code
AI for Earth – Creating APIs
These images and examples are meant to illustrate how to build containers for use in the AI for Earth API system.
Dataset Source Code
DialogRPT
Dialogue Response Ranking Training with Large-Scale Human Feedback Data