salesforce / Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

salesforce/Merlion Issues

Using several transformer models, when using plot_forecast(time_series=ts_test), an error occurred.[BUG]
Updated 4 months ago1
[BUG] Can't install the dashboard
Updated 4 months ago1
[QUESTION] How do I use Merlion to dectect large data streaming with bocpd? More 10 TB per day
Updated 5 months ago
[BUG] nab.py error line 87: converting np.int64
Updated 6 months ago2
[BUG] DeepAR prediction plotting issue
Updated 8 months ago
[BUG] ETSformer training on GPU
Updated 8 months ago
[FEATURE REQUEST] example notebook for change point detection
Updated 9 months ago3
Unable to make predictions for the next few days
Updated 10 months ago
Z-Score to absolute anomaly score value
Updated 10 months ago
[BUG] merlin/plot.py -
Updated a year ago
[BUG] `output_size` property is None in DeepARModel
Closed a year ago1
Documentation update to provide guidelines to use this library in production
Updated a year ago
[FEATURE REQUEST] log metrics
Updated a year ago
[BUG] FileNotFoundError: [WinError 2]
Updated a year ago
[Question] Any plan to include transformers for anomaly detection?
Updated a year ago
[FEATURE REQUEST] Add GPU/CPU Multi-Core Processing for each forecasting method.
Updated a year ago1
date_range error
Closed a year ago1
Future Time Series Forecasting
Closed a year ago1
[FEATURE REQUEST] Add auto-ml for SOTA models.
Updated a year ago
[FEATURE REQUEST]Model deployment capability in cpp project
Closed a year ago1
[BUG] Unable to use merlion dashboard - missing release?
Closed a year ago2
[BUG] ModuleNotFoundError: No module named 'merlion'
Updated 2 years ago
[FEATURE REQUEST] Load from zipfile
Closed 2 years ago2
[FEATURE REQUEST] Unsupervised Evaluation Metrics
Updated 2 years ago4
[BUG] Documentation website does not load
Closed 2 years ago1
[BUG] hello world DefaultDetector code fails
Closed 2 years ago3
[FEATURE REQUEST] - GridSearch, Time Series Cross Validation, and Back Testing
Updated 2 years ago1
[BUG] ValueError: invalid literal for int() with base 10: b'' - Anomaly Detection Jupyter Example
Closed 2 years ago3
[BUG] FileNotFoundError: [Errno 2] No such file or directory: 'java'
Closed 2 years ago1
[BUG] Anomaly Detection example doesn't work
Closed 2 years ago1
[BUG] Chunking issue for LSTM forecasting
Updated 2 years ago1
[FEATURE REQUEST] somewhat unintuitive default forecasting model
Updated 2 years ago2
[FEATURE REQUEST] Roadmap for Merlion
Closed 2 years ago2
[Help] Not getting a proper forecast using DefaultForecaster
Closed 2 years ago2
[BUG] I can't reproduce the instance model
Closed 2 years ago3
[BUG]AutoML does support invert forecast
Closed 2 years ago1
[BUG] AttributeError: 'DefaultForecasterConfig' object has no attribute 'invert_transform'
Closed 2 years ago3
[BUG] the basic example on the front page fails
Closed 2 years ago1
[BUG] ValueError: invalid literal for int() with base 10: b''
Closed 2 years ago2
[FEATURE REQUEST] can merlion implement the increment learning when retrain?
Updated 2 years ago
[BUG]
Closed 2 years ago1
[FEATURE REQUEST] Options to impute missing values in univariate time series
Closed 2 years ago1
[BUG] Cannot install salesforce-merlion conda package in a python 3.9 environment on Mac
Closed 2 years ago2
[FEATURE REQUEST] Can Merlion use GPU to train models?
Updated 2 years ago2
[BUG] I can't import any of the merlion subpachages
Closed 2 years ago4
[BUG]import error
Closed 2 years ago1
[BUG] issues with using ETS model for forecasting
Closed 2 years ago1
[FEATURE REQUEST]Can we loose the requirement on numpy library
Closed 2 years ago1
Can not execute model.train() - error: "The system cannot find the file specified"
Closed 2 years ago2
[BUG] Calculating ForecastMetric for multivariate forecasts
Closed 2 years ago2