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microsoft/qlib

qlib

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

View on GitHub↗Upstream microsoft/qlib↗

Builder

Microsoft

Microsoft

microsoft • big-tech

Stars

43,710

Using upstream star count

Forks

6,897

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Aug 14, 2020

Project creation date

README Summary

[![Python Versions](https://img.shields.io/pypi/pyversions/pyqlib.svg?logo=python&logoColor=white)](https://pypi.org/project/pyqlib/#files) [![Platform](https://img.shields.io/badge/platform-linux%20%7C%20windows%20%7C%20macos-lightgrey)](https://pypi.org/project/pyqlib/#files) [![PypI Versions](https://img.shields.io/pypi/v/pyqlib)](https://pypi.org/project/pyqlib/#history) [![Upload Python Package](https://github.com/microsoft/qlib/workflows/Upload%20Python%20Package/badge.svg)](https://pypi.o

Community Evaluation

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AI Dev Skills

Unmapped

Automated Research and DevelopmentFeature EngineeringFinancial Machine LearningMarket Dynamics ModelingModel BacktestingPortfolio OptimizationQuantitative AnalysisReinforcement LearningSupervised LearningTime Series Forecasting

Tags

Automated Research and DevelopmentFeature EngineeringFinancial Machine LearningMarket Dynamics ModelingModel BacktestingPortfolio OptimizationQuantitative AnalysisReinforcement LearningSupervised LearningTime Series ForecastingAI AgentsCourseData ScienceDatabaseDistillationDockerEvalsFinTechForkedJupyterLarge Language ModelsMLOpsMachine LearningModel OptimizationMulti-AgentNumPyOpen SourcePandasPlanning / CoTPyTorchPythonResearch / PapersRoadmapSecurityTensorFlowTransformersTutorial

Taxonomy

AI Trends

Agentic AIAutomated Research and DevelopmentAI-Driven Finance

category

Learning ResourcesFoundation ModelsAI AgentsModel TrainingEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationIndustry: FinTechSecurity & SafetyData Science & Analytics

Deployment Context

Self-hostedOn-premiseCloud

Industries

FinTechInvestment ManagementQuantitative FinanceAsset Management

Modalities

TabularTime Series

Skill Areas

Supervised LearningReinforcement LearningTime Series ForecastingMarket Dynamics ModelingFinancial Machine LearningQuantitative AnalysisFeature EngineeringModel BacktestingPortfolio OptimizationAutomated Research and Development

tag

AI AgentsCourseData ScienceDatabaseDistillationDockerEvalsFinTechForkedJupyterLarge Language ModelsMLOpsMachine LearningModel OptimizationMulti-AgentNumPyOpen SourcePandasPlanning / CoTPyTorchPythonReinforcement LearningResearch / PapersRoadmapSecurityTensorFlowTransformersTutorial

Use Cases

Quantitative Trading Strategy DevelopmentFinancial Time Series PredictionPortfolio Management AutomationMarket Trend AnalysisInvestment Research AutomationTrading Signal GenerationRisk Management Modeling

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

1

fix(security): use RestrictedUnpickler in load_instance (#2153)

Linlang • Mar 10, 2026

3097dcc

Quality

production
Quality
high
Maturity
production

Categories

Learning ResourcesPrimaryEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationIndustry: FinTechSecurity & SafetyData Science & AnalyticsFoundation ModelsAI AgentsModel TrainingML Platform & InfrastructureFinance & LegalSearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityData & EvaluationAI-Native Architecture

Languages

Python100.0%

Timeline

Project created
Aug 14, 2020
Forked
Mar 13, 2026
Your last push
2 months ago
Upstream last push
1 months ago
Tracked since
Mar 10, 2026

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