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Microsoft's Projects

amrl-iclr2020 icon amrl-iclr2020

Code for AMRL: Aggregated Memory For Reinforcement Learning published at ICLR 2020 (https://iclr.cc/virtual_2020/poster_Bkl7bREtDr.html). The research is focussed on ignoring noise and irrelevant features in RL agents with memory.

analysing_pii_leakage icon analysing_pii_leakage

The repository contains the code for analysing the leakage of personally identifiable (PII) information from the output of next word prediction language models.

analytics-hub icon analytics-hub

A central hub for analytics resources, linking to repositories, guides, and templates leveraging MAC, Purview, and Viva Insights.

anameta icon anameta

Code, model and data for ACL'23 paper "AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks"

anantharekha icon anantharekha

Generates varieties of images of randomized but semantically correct technical diagrams like flow charts and state diagrams. These images can be used to train NNs that perform image segmentation tasks.

ance icon ance

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

android-samples icon android-samples

This repo contains samples that demonstrate how to use various Microsoft APIs in Android apps.

angara icon angara

Angara: the modelling environment https://www.microsoft.com/en-us/research/project/distribution-modeller

angara.chart icon angara.chart

Allows to define and display a chart as a collection of plots such as line, band, markers, heatmap. Supports visualization of uncertain values represented as quantiles.

angara.flow icon angara.flow

A .NET framework for composing, evaluating, inspecting and persisting computational experiments which are represented as a dataflow.

angara.serialization icon angara.serialization

An extendible library for serialization of an arbitrary objects to JSON format extended with type information to facilitate interoperability between .NET and JavaScript platforms.

angara.statistics icon angara.statistics

A collection of statistics algorithms from Mersenne twister generator to MCMC sampling.

angara.table icon angara.table

A library that contains types for table representation and operations to manipulate with tables, as well as save and load them from text files such as CSV files.

angle icon angle

ANGLE: OpenGL ES to DirectX translation

annotation-factory icon annotation-factory

Simple Python package for converting between CustomVision <-> Pascal VOC <-> YOLO annotations

antares icon antares

Antares: an automatic engine for multi-platform kernel generation and optimization. Supporting CPU, CUDA, ROCm, DirectX12, GraphCore, SYCL for CPU/GPU, OpenCL for AMD/NVIDIA, Android CPU/GPU backends.

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