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API Reference

Here you can find all Qlib interfaces.

Data

Provider

.. automodule:: qlib.data.data
    :members:

Filter

.. automodule:: qlib.data.filter
    :members:

Class

.. automodule:: qlib.data.base
    :members:

Operator

.. automodule:: qlib.data.ops
    :members:

Cache

.. autoclass:: qlib.data.cache.MemCacheUnit
    :members:


.. autoclass:: qlib.data.cache.MemCache
    :members:


.. autoclass:: qlib.data.cache.ExpressionCache
    :members:


.. autoclass:: qlib.data.cache.DatasetCache
    :members:


.. autoclass:: qlib.data.cache.DiskExpressionCache
    :members:


.. autoclass:: qlib.data.cache.DiskDatasetCache
    :members:

Storage

.. autoclass:: qlib.data.storage.storage.BaseStorage
    :members:


.. autoclass:: qlib.data.storage.storage.CalendarStorage
    :members:


.. autoclass:: qlib.data.storage.storage.InstrumentStorage
    :members:


.. autoclass:: qlib.data.storage.storage.FeatureStorage
    :members:


.. autoclass:: qlib.data.storage.file_storage.FileStorageMixin
    :members:


.. autoclass:: qlib.data.storage.file_storage.FileCalendarStorage
    :members:


.. autoclass:: qlib.data.storage.file_storage.FileInstrumentStorage
    :members:


.. autoclass:: qlib.data.storage.file_storage.FileFeatureStorage
    :members:

Dataset

Dataset Class

.. automodule:: qlib.data.dataset.__init__
    :members:

Data Loader

.. automodule:: qlib.data.dataset.loader
    :members:

Data Handler

.. automodule:: qlib.data.dataset.handler
    :members:

Processor

.. automodule:: qlib.data.dataset.processor
    :members:

Contrib

Model

.. automodule:: qlib.model.base
    :members:

Strategy

.. automodule:: qlib.contrib.strategy.strategy
    :members:

Evaluate

.. automodule:: qlib.contrib.evaluate
    :members:

Report

.. automodule:: qlib.contrib.report.analysis_position.report
    :members:




.. automodule:: qlib.contrib.report.analysis_position.score_ic
    :members:




.. automodule:: qlib.contrib.report.analysis_position.cumulative_return
    :members:




.. automodule:: qlib.contrib.report.analysis_position.risk_analysis
    :members:




.. automodule:: qlib.contrib.report.analysis_position.rank_label
    :members:




.. automodule:: qlib.contrib.report.analysis_model.analysis_model_performance
    :members:

Workflow

Experiment Manager

.. autoclass:: qlib.workflow.expm.ExpManager
    :members:

Experiment

.. autoclass:: qlib.workflow.exp.Experiment
    :members:

Recorder

.. autoclass:: qlib.workflow.recorder.Recorder
    :members:

Record Template

.. automodule:: qlib.workflow.record_temp
    :members:

Task Management

TaskGen

.. automodule:: qlib.workflow.task.gen
    :members:

TaskManager

.. automodule:: qlib.workflow.task.manage
    :members:

Trainer

.. automodule:: qlib.model.trainer
    :members:

Collector

.. automodule:: qlib.workflow.task.collect
    :members:

Group

.. automodule:: qlib.model.ens.group
    :members:

Ensemble

.. automodule:: qlib.model.ens.ensemble
    :members:

Utils

.. automodule:: qlib.workflow.task.utils
    :members:

Online Serving

Online Manager

.. automodule:: qlib.workflow.online.manager
    :members:

Online Strategy

.. automodule:: qlib.workflow.online.strategy
    :members:

Online Tool

.. automodule:: qlib.workflow.online.utils
    :members:

RecordUpdater

.. automodule:: qlib.workflow.online.update
    :members:

Utils

Serializable

.. automodule:: qlib.utils.serial.Serializable
    :members: