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Microsoft's Projects

selftune icon selftune

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, C# bindings) and is driven by bandit-style RL & online gradient-descent algorithms.

semantic-kernel icon semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

semantic-kernel-java icon semantic-kernel-java

Semantic Kernel for Java. Integrate cutting-edge LLM technology quickly and easily into your Java based apps. See https://aka.ms/semantic-kernel.

semantic-weaver icon semantic-weaver

Transfer Semantic Layer definitions from source systems like Databricks, Looker and others to Microsoft Fabric Semantic Models

semanticworkbench icon semanticworkbench

A versatile tool designed to help prototype intelligent assistants, agents and multi-agentic systems

sense-7 icon sense-7

Subjective Empathy in Natural Sustained Exchanges - 7 dimensions dataset

sensus icon sensus

Ensemble Named Entity Recognition with Consensus

seq2symm icon seq2symm

Homomer symmetry prediction from protein sequence

seqml icon seqml

A repository containing the implementations about our machine learning researches on sequence data and sequential decision making.

server-info icon server-info

A web-based diagnostic tool built with ASP.NET Core that helps developers and IT administrators understand their application's runtime environment, inspect HTTP headers, analyze client requests, and troubleshoot container deployments in development environments.

service-fabric icon service-fabric

Service Fabric is a distributed systems platform for packaging, deploying, and managing stateless and stateful distributed applications and containers at large scale.

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