GETTING STARTED:
FIRST STEPS:
Qlib
COMPONENTS:
DataLoader
DataHandlerLP
DatasetH
DatasetH.__init__
DatasetH.config
DatasetH.setup_data
DatasetH.prepare
MemCacheUnit
MemCache
ExpressionCache
DatasetCache
Model
Model.fit
Model.predict
MetaTask
MetaTask.__init__
MetaTask.get_meta_input
MetaTaskDataset
MetaTaskDataset.__init__
MetaTaskDataset.prepare_tasks
MetaModel
MetaTaskModel
MetaGuideModel
QlibRecorder
QlibRecorder.__init__
QlibRecorder.start
QlibRecorder.start_exp
QlibRecorder.end_exp
QlibRecorder.search_records
QlibRecorder.list_experiments
QlibRecorder.list_recorders
QlibRecorder.get_exp
QlibRecorder.delete_exp
QlibRecorder.get_uri
QlibRecorder.set_uri
QlibRecorder.uri_context
QlibRecorder.get_recorder
QlibRecorder.delete_recorder
QlibRecorder.save_objects
QlibRecorder.load_object
QlibRecorder.log_params
QlibRecorder.log_metrics
QlibRecorder.log_artifact
QlibRecorder.download_artifact
QlibRecorder.set_tags
ExpManager
ExpManager.__init__
ExpManager.start_exp
ExpManager.end_exp
ExpManager.create_exp
ExpManager.search_records
ExpManager.get_exp
ExpManager.delete_exp
ExpManager.default_uri
ExpManager.uri
ExpManager.set_uri
ExpManager.list_experiments
Experiment
Experiment.__init__
Experiment.start
Experiment.end
Experiment.create_recorder
Experiment.search_records
Experiment.delete_recorder
Experiment.get_recorder
Experiment.list_recorders
Recorder
Recorder.__init__
Recorder.save_objects
Recorder.load_object
Recorder.start_run
Recorder.end_run
Recorder.log_params
Recorder.log_metrics
Recorder.log_artifact
Recorder.set_tags
Recorder.delete_tags
Recorder.list_artifacts
Recorder.download_artifact
Recorder.list_metrics
Recorder.list_params
Recorder.list_tags
OnlineManager
OnlineManager.__init__
OnlineManager.first_train
OnlineManager.routine
OnlineManager.get_collector
OnlineManager.add_strategy
OnlineManager.prepare_signals
OnlineManager.get_signals
OnlineManager.simulate
OnlineManager.delay_prepare
OnlineStrategy
OnlineStrategy.__init__
OnlineStrategy.prepare_tasks
OnlineStrategy.prepare_online_models
OnlineStrategy.first_tasks
OnlineStrategy.get_collector
RollingStrategy
RollingStrategy.__init__
RollingStrategy.get_collector
RollingStrategy.first_tasks
RollingStrategy.prepare_tasks
OnlineTool
OnlineTool.__init__
OnlineTool.set_online_tag
OnlineTool.get_online_tag
OnlineTool.reset_online_tag
OnlineTool.online_models
OnlineTool.update_online_pred
OnlineToolR
OnlineToolR.__init__
OnlineToolR.set_online_tag
OnlineToolR.get_online_tag
OnlineToolR.reset_online_tag
OnlineToolR.online_models
OnlineToolR.update_online_pred
RMDLoader
RMDLoader.__init__
RMDLoader.get_dataset
RecordUpdater
RecordUpdater.__init__
RecordUpdater.update
DSBasedUpdater
DSBasedUpdater.__init__
DSBasedUpdater.prepare_data
DSBasedUpdater.update
DSBasedUpdater.get_update_data
PredUpdater
PredUpdater.get_update_data
LabelUpdater
LabelUpdater.__init__
LabelUpdater.get_update_data
ADVANCED TOPICS:
TaskGen
TaskGen.generate
TaskManager
TaskManager.__init__
TaskManager.list
TaskManager.replace_task
TaskManager.insert_task
TaskManager.insert_task_def
TaskManager.create_task
TaskManager.fetch_task
TaskManager.safe_fetch_task
TaskManager.query
TaskManager.re_query
TaskManager.commit_task_res
TaskManager.return_task
TaskManager.remove
TaskManager.task_stat
TaskManager.reset_waiting
TaskManager.prioritize
TaskManager.wait
run_task
Trainer
Trainer.__init__
Trainer.train
Trainer.end_train
Trainer.is_delay
Trainer.has_worker
Trainer.worker
REFERENCE:
ProviderBackendMixin
CalendarProvider
InstrumentProvider
FeatureProvider
PITProvider
ExpressionProvider
DatasetProvider
LocalCalendarProvider
LocalInstrumentProvider
LocalFeatureProvider
LocalPITProvider
LocalExpressionProvider
LocalDatasetProvider
ClientCalendarProvider
ClientInstrumentProvider
ClientDatasetProvider
BaseProvider
LocalProvider
ClientProvider
CalendarProviderWrapper
InstrumentProviderWrapper
FeatureProviderWrapper
PITProviderWrapper
ExpressionProviderWrapper
DatasetProviderWrapper
BaseProviderWrapper
register_all_wrappers
BaseDFilter
SeriesDFilter
NameDFilter
ExpressionDFilter
Expression
Feature
PFeature
ExpressionOps
ElemOperator
ChangeInstrument
NpElemOperator
Abs
Sign
Log
Mask
Not
PairOperator
NpPairOperator
Power
Add
Sub
Mul
Div
Greater
Less
Gt
Ge
Lt
Le
Eq
Ne
And
Or
If
Rolling
Ref
Mean
Sum
Std
Var
Skew
Kurt
Max
IdxMax
Min
IdxMin
Quantile
Med
Mad
Rank
Count
Delta
Slope
Rsquare
Resi
WMA
EMA
PairRolling
Corr
Cov
TResample
OpsWrapper
register_all_ops
DiskExpressionCache
DiskDatasetCache
BaseStorage
CalendarStorage
InstrumentStorage
FeatureStorage
FileStorageMixin
FileCalendarStorage
FileInstrumentStorage
FileFeatureStorage
BaseModel
ModelFT
risk_analysis
indicator_analysis
backtest_daily
long_short_backtest
report_graph
score_ic_graph
cumulative_return_graph
risk_analysis_graph
rank_label_graph
ic_figure
model_performance_graph
RecordTemp
SignalRecord
ACRecordTemp
HFSignalRecord
SigAnaRecord
PortAnaRecord
task_generator
handler_mod
trunc_segments
RollingGen
MultiHorizonGenBase
begin_task_train
end_task_train
task_train
TrainerR
DelayTrainerR
TrainerRM
DelayTrainerRM
Collector
MergeCollector
RecorderCollector
Group
RollingGroup
Ensemble
SingleKeyEnsemble
RollingEnsemble
AverageEnsemble
get_mongodb
list_recorders
TimeAdjuster
Change Log:
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