Microsoft
Repositories
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0xDeCA10B
Sharing Updatable Models (SUM) on Blockchain
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PowerPlatformConnectors
This is a repository for Microsoft Power Automate, Power Apps, and Azure Logic Apps connectors
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InnerEye-DeepLearning
Medical Imaging Deep Learning library to train and deploy models on Azure Machine Learning and Azure Stack
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qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.
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LoRA
Code for "LoRA: Low-Rank Adaptation of Large Language Models"
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qdk-python
Python packages for the Microsoft Quantum Development Kit (QDK)
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Bringing-Old-Photos-Back-to-Life
Bringing Old Photo Back to Life (CVPR 2020 oral)
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maro
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
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archai
Reproducible Rapid Research for Neural Architecture Search (NAS)
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Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
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fastseq
An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf
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superbenchmark
Provide hardware and software benchmarks for AI systems
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sccl
Synthesizer for optimal collective communication algorithms
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DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
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mdatp-xplat
Microsoft Defender for macOS/Linux - config samples, auxiliary tools
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mssql-django
The Microsoft SQL Server 3rd Party Backend for Django provides a connectivity layer for Django on SQL Server or Azure SQL DB.
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restler-fuzzer
RESTler is the first stateful REST API fuzzing tool for automatically testing cloud services through their REST APIs and finding security and reliability bugs in these services.
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Megatron-DeepSpeed
Forked from NVIDIA/Megatron-LMOngoing research training transformer language models at scale, including: BERT & GPT-2
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lisa
LISA is developed and maintained by Microsoft, to empower Linux validation.
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nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
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debugpy
An implementation of the Debug Adapter Protocol for Python
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vert-papers
This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).
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Deep3DFaceReconstruction
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019)
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DialoGPT
Large-scale pretraining for dialogue
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botbuilder-python
The Microsoft Bot Framework provides what you need to build and connect intelligent bots that interact naturally wherever your users are talking, from text/sms to Skype, Slack, Office 365 mail and other popular services.
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graspologic
Python package for graph statistics
