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antoinecarme
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pyaf
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
BSD 3-Clause "New" or "Revised" License
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How to handle intermittent demand never less than zero
#90
bb78657
closed
6 years ago
2
Allow use of different matplotlib backends
#89
bb78657
closed
6 years ago
2
AttributeError: module 'pyaf' has no attribute '__version__'
#88
jpalma-espinosa
closed
6 years ago
7
Add version information when importing pyaf
#87
antoinecarme
closed
6 years ago
0
Forecast dates are shifting
#86
Stanpol
closed
6 years ago
8
Add the possibility to select AR lags
#85
antoinecarme
closed
2 years ago
1
Investigate other multi-step forecasting strategies
#84
antoinecarme
opened
6 years ago
3
ImportError: cannot import name 'SignalDecomposition'
#83
justmisam
closed
6 years ago
6
Speed improvement
#82
antoinecarme
closed
6 years ago
2
Fix unicode font issues with matplotlib
#81
antoinecarme
closed
1 year ago
5
Handle Missing Data in the Time Column
#80
antoinecarme
closed
6 years ago
1
Handle Missing Data in the signal column
#79
antoinecarme
closed
6 years ago
1
Python 3.6 support
#78
antoinecarme
closed
6 years ago
1
Include the demo test code in the build tests
#77
antoinecarme
closed
6 years ago
2
Double check unicode support
#76
antoinecarme
closed
6 years ago
3
Wrong columns in standard plots
#75
antoinecarme
closed
6 years ago
1
Evaluate Continuous Ranked Probability Score as a Forecasting Performance Measure
#74
antoinecarme
closed
3 years ago
4
PyAF does not detect complex seasonal patterns
#73
antoinecarme
closed
6 years ago
1
SCIKIT_MODEL_FEATURE_SELECTION_FAILURE message
#72
antoinecarme
closed
6 years ago
1
unable to handle nan data (follow-up)
#71
mgiangreco
closed
6 years ago
1
Optimize seasonal pattern extraction
#70
antoinecarme
closed
6 years ago
2
Disallow negative predictions?
#69
mgiangreco
closed
6 years ago
5
PyAF_Introduction notebook hangs on train() call
#68
tfrojd
closed
6 years ago
5
support for parallelization
#67
mgiangreco
closed
6 years ago
4
Upper and Lowers Bounds for Hierarchical Forecast Engine?
#66
mgiangreco
opened
6 years ago
4
Resolving differing forecasts for items belonging to multiple groups
#65
mgiangreco
closed
6 years ago
5
keep up to date
#64
mgiangreco
closed
6 years ago
1
hierarchical forecast engine 'forecast' method does not predict future dates
#63
mgiangreco
closed
7 years ago
2
unable to handle NaN data
#62
mgiangreco
closed
7 years ago
1
Error while running PYAF
#61
dineshgit
closed
7 years ago
6
Add ability to specify confidence interval
#60
mgiangreco
closed
7 years ago
2
Fails to load modules
#59
mgiangreco
closed
7 years ago
4
Allow the use of categorical data in PyAF
#58
antoinecarme
closed
7 years ago
1
Benchmark : Web Traffic Time Series Forecasting competition
#57
antoinecarme
closed
3 years ago
1
When creating the Grouped Hierarchy, the group order specified is not preserved
#56
tomaszb
closed
7 years ago
4
Add a Jupyter Notebook to demonstrate the use of Grouped Forecasting
#55
tomaszb
closed
7 years ago
13
Remove logging error messages from benchmarks logs
#54
antoinecarme
closed
6 years ago
1
Investigate cross-validation methods for time series
#53
antoinecarme
closed
5 years ago
8
Add a periodicity test collection
#52
antoinecarme
closed
7 years ago
2
Add some tests for pyaf models serialization
#51
antoinecarme
closed
6 years ago
3
Add Timing reports for all operations
#50
antoinecarme
closed
7 years ago
1
Exception Handling
#49
antoinecarme
closed
7 years ago
1
Add a document about plotting features of PyAF
#48
antoinecarme
opened
7 years ago
1
Enforce type checking for time and signal columns
#47
antoinecarme
closed
7 years ago
4
Avoid unnecessary failures
#46
antoinecarme
closed
7 years ago
0
Benchmarking Process
#45
antoinecarme
closed
7 years ago
5
Add MASE Performance measure
#44
antoinecarme
closed
7 years ago
0
Add LnQ Performance measure
#43
antoinecarme
closed
3 years ago
12
MAPE, sMAPE computations are slow
#42
antoinecarme
closed
7 years ago
0
Signal Transformation Computation is too slow
#41
antoinecarme
closed
7 years ago
2
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