Dataset Source Code
Meta Label Correction for Noisy Label Learning [Code]
This repository contains the source code for the AAAI paper “Meta Label Correction for Noisy Label Learning”.
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
LayoutLM
LayoutLM is a simple but effective multi-modal pre-training method of text, layout, and image for visually-rich document understanding and information extraction tasks, such as form understanding and receipt understanding. LayoutLM archives the SOTA results on…
Dataset Source Code
Weak-Isolation-Mock-DB
About In-memory key-value store for testing applications against weak behaviors of a database.
Dataset Source Code
Estimating α-Rank by Maximizing Information Gain [Code]
Sample code for the paper Estimating α-Rank by Maximizing Information Gain.
Dataset Source Code
Lean 4
Lean 4 programming language and theorem prover Lean is a functional programming language that makes it easy to write correct and maintainable code. You can also use Lean as an interactive theorem prover. Lean programming…
Dataset Source Code
Unadversarial
This framework exploits the sensitivity of modern machine learning algorithms to input perturbations in order to design “robust objects,” i.e., objects that are explicitly optimized to be confidently detected or classified. We demonstrate the efficacy…
Dataset Source Code
FLAML: A Fast Library for AutoML and Tuning
FLAML is a Python library designed to automatically produce accurate machine learning models with low computational cost. It frees users from selecting learners and hyperparameters for each learner. FLAML is powered by a new, cost-effective…
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Dataset Source Code
Netherite Execution Engine for Durable Functions
Netherite is a storage execution engine for the Durable Task and Durable Functions frameworks. It is designed to achieve higher throughput and lower latency than previous implementations. It contains several architectural innovations and optimizations that…
Dataset Source Code
MPNet implementation in Huggingface
MPNet is supported by Huggingface, one of the most popular repo for pre-trained language models. You can follow this link to have a try on MPNet via Huggingface.