====================== Qlib Documentation

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.

.. _user_guide:

Document Structure

.. toctree:: :hidden:

Home <self>

.. toctree:: :maxdepth: 3 :caption: GETTING STARTED:

Introduction <introduction/introduction.rst> Quick Start <introduction/quick.rst>

.. toctree:: :maxdepth: 3 :caption: FIRST STEPS:

Installation <start/installation.rst> Initialization <start/initialization.rst> Data Retrieval <start/getdata.rst> Custom Model Integration <start/integration.rst>

.. toctree:: :maxdepth: 3 :caption: MAIN COMPONENTS:

Workflow: Workflow Management <component/workflow.rst> Data Layer: Data Framework & Usage <component/data.rst> Forecast Model: Model Training & Prediction <component/model.rst> Portfolio Management and Backtest <component/strategy.rst> Nested Decision Execution: High-Frequency Trading <component/highfreq.rst> Meta Controller: Meta-Task & Meta-Dataset & Meta-Model <component/meta.rst> Qlib Recorder: Experiment Management <component/recorder.rst> Analysis: Evaluation & Results Analysis <component/report.rst> Online Serving: Online Management & Strategy & Tool <component/online.rst> Reinforcement Learning <component/rl/toctree>

.. toctree:: :maxdepth: 3 :caption: OTHER COMPONENTS/FEATURES/TOPICS:

Building Formulaic Alphas <advanced/alpha.rst> Online & Offline mode <advanced/server.rst> Serialization <advanced/serial.rst> Task Management <advanced/task_management.rst> Point-In-Time database <advanced/PIT.rst>

.. toctree:: :maxdepth: 3 :caption: FOR DEVELOPERS:

Code Standard & Development Guidance <developer/code_standard_and_dev_guide.rst> How to build image <developer/how_to_build_image.rst>

.. toctree:: :maxdepth: 3 :caption: REFERENCE:

API <reference/api.rst>

.. toctree:: :maxdepth: 3

FAQ <FAQ/FAQ.rst>

.. toctree:: :maxdepth: 3 :caption: Change Log:

Change Log <changelog/changelog.rst>