Merlion: A Machine Learning Framework for Time Series Intelligence
BSD-3-CLAUSE License
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Full Changelog: https://github.com/salesforce/Merlion/compare/v2.0.1...v2.0.2
Published by aadyotb over 1 year ago
Full Changelog: https://github.com/salesforce/Merlion/compare/v2.0.0...v2.0.1
Published by aadyotb almost 2 years ago
Full Changelog: https://github.com/salesforce/Merlion/compare/v1.3.1...v2.0.0
Published by aadyotb about 2 years ago
Full Changelog: https://github.com/salesforce/Merlion/compare/v1.3.0...v1.3.1
Published by aadyotb about 2 years ago
Full Changelog: https://github.com/salesforce/Merlion/compare/v1.2.5...v1.3.0
Published by aadyotb over 2 years ago
target_seq_index
) from being set correctly.max_forecast_steps
an optional parameter for tree models.ModelFactory
more descriptive.ForecastMetric
for evaluating multivariate time series by specifying a target_seq_index
.Full Changelog: https://github.com/salesforce/Merlion/compare/v1.2.4...v1.2.5
Published by aadyotb over 2 years ago
max_forecast_steps=None
and return_prev=True
. by @aadyotb in https://github.com/salesforce/Merlion/pull/114
Prophet.resample_time_stamps
bug by @rafaelleinio in https://github.com/salesforce/Merlion/pull/112
Full Changelog: https://github.com/salesforce/Merlion/compare/v1.2.3...v1.2.4
Published by aadyotb over 2 years ago
forecast()
. by @aadyotb in https://github.com/salesforce/Merlion/pull/109
Full Changelog: https://github.com/salesforce/Merlion/compare/v1.2.2...v1.2.3
Published by aadyotb over 2 years ago
Full Changelog: https://github.com/salesforce/Merlion/compare/v1.2.1...v1.2.2
Published by aadyotb over 2 years ago
Full Changelog: https://github.com/salesforce/Merlion/compare/v1.2.0...v1.2.1
Published by aadyotb over 2 years ago
train()
, forecast()
, and get_anomaly_score()
at the level of the base class for all models. Each of these methods respectively calls an implementation-specific _train()
, _forecast()
, or _get_anomaly_score()
.Full Changelog: https://github.com/salesforce/Merlion/compare/v1.1.3...v1.2.0
Published by aadyotb over 2 years ago
Full Changelog: https://github.com/salesforce/Merlion/compare/v1.1.2...v1.1.3
Published by aadyotb over 2 years ago
Full Changelog: https://github.com/salesforce/Merlion/compare/v1.1.1...v1.1.2
Published by aadyotb over 2 years ago
MoE_ForecasterEnsemble
(#51), default models (#57), and Prophet holidays (#59)Full Changelog: https://github.com/salesforce/Merlion/compare/v1.1.0...v1.1.1
Published by aadyotb almost 3 years ago
ETS
and Prophet
(AutoETS
and AutoProphet
, similar to the existing AutoSarima
)Full Changelog: https://github.com/salesforce/Merlion/compare/v1.0.2...v1.1.0
Published by aadyotb almost 3 years ago
Full Changelog: https://github.com/salesforce/Merlion/compare/v1.0.1...v1.0.2
Published by aadyotb about 3 years ago
benchmark_anomaly.py
(#38)Full Changelog: https://github.com/salesforce/Merlion/compare/v1.0.0...v1.0.1
Published by aadyotb about 3 years ago
Initial release.