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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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Numpy 20 and pandas 30 impact
#240
antoinecarme
closed
2 weeks ago
0
Pyaf 5.0 Final Touch 8 : Use an Optimal Choice Rule for the Quantization Signal transform
#239
antoinecarme
closed
1 year ago
3
Pyaf 5.0 Final Touch 7 : Improve the Guess of Window Length for Moving Average Trends
#238
antoinecarme
closed
1 year ago
2
Pyaf 5.0 Final Touch 6 : Disable Timing Loggers by default
#237
antoinecarme
closed
1 year ago
1
Pyaf 5.0 Final Touch 5 : Add more info about Exogenous Data Used in ARX Models
#236
antoinecarme
closed
1 year ago
2
Use MaxAbsScaler for some Multiplicative Signal Transformations
#235
antoinecarme
closed
1 year ago
1
Pyaf 5.0 Final Touch 4 : Add More Tests
#234
antoinecarme
closed
1 year ago
0
Provide some UML docs for PyAF integrators
#233
antoinecarme
closed
1 year ago
7
Pyaf 5.0 Final Touch 3 : report plot filenames in the logs
#232
antoinecarme
closed
1 year ago
0
PyAF 5.0 Final Touch 2: Disable alpha in ridge regressions
#231
antoinecarme
closed
1 year ago
3
PyAF 5.0 Final Touch 1 : discard some non-significant components
#230
antoinecarme
closed
1 year ago
1
Use MASE by default for PyAF Model Selection
#229
antoinecarme
closed
1 year ago
9
PyAF 5.0 Release Process
#228
antoinecarme
closed
11 months ago
8
Python 3.11 support
#227
antoinecarme
closed
1 year ago
1
Issue 213 large horizon models
#226
antoinecarme
closed
1 year ago
0
Forecast Quantiles Plots can be improved
#225
antoinecarme
closed
1 year ago
6
Run some Sanity Checks for PyAF 5.0
#224
antoinecarme
closed
1 year ago
5
Revisit Model Complexity Definition
#223
antoinecarme
closed
1 year ago
8
Re-run the Benchmarking process for PyAF 5.0
#222
antoinecarme
closed
1 year ago
1
Add Differentiable Variant of SMAPE Performance Measure
#221
antoinecarme
closed
1 year ago
3
Failure to build a multiplicative ozone model with Lag1 trend
#220
antoinecarme
closed
1 year ago
5
Kendall mwu ks auc perfs
#219
antoinecarme
closed
1 year ago
0
Projections Wrongfully Linear
#218
bjakobson
closed
1 year ago
22
Automate Prototyping Activities - R-based Models
#217
antoinecarme
opened
1 year ago
7
Bad plot for shaded area around prediction intervals in hourly data
#216
antoinecarme
closed
1 year ago
2
Investigate TSMARS Models
#215
antoinecarme
opened
1 year ago
7
Investigate Threshold AR Models
#214
antoinecarme
opened
1 year ago
7
Investigate Large Horizon Models
#213
antoinecarme
closed
1 year ago
17
Investigate Model Esthetics for PyAF
#212
antoinecarme
closed
1 year ago
3
Use PyTorch as the reference deep learning framework/architecture for future projects
#211
antoinecarme
closed
1 year ago
2
Investigate business days / hours impact
#210
antoinecarme
opened
1 year ago
4
Outlier-resistant forecasting Performance Measures
#209
antoinecarme
closed
1 year ago
6
RISC-V Hardware Platform Validation
#208
antoinecarme
closed
1 year ago
13
Support for External Probabilistic forecasts Reconciliation
#207
Manjubn777
closed
1 year ago
2
Updated version number
#206
antoinecarme
closed
1 year ago
0
Update codeql-analysis.yml
#205
antoinecarme
closed
2 years ago
0
Feature request - exogenous data in forecasting
#204
ian-grover
closed
1 year ago
4
Collect Ideas for the PyAF 5.0 roadmap
#203
antoinecarme
closed
1 year ago
12
4.0 rc2
#202
antoinecarme
closed
2 years ago
0
prepare 4.0-rc1 release.
#201
antoinecarme
closed
2 years ago
0
Exogenous variables scale issue 198
#200
antoinecarme
closed
2 years ago
0
Investigate PyTorch-based LSTM and MLP models
#199
antoinecarme
closed
2 years ago
12
Make the Modeling Scale when the Number of Exogenous Variables Increases
#198
antoinecarme
closed
2 years ago
1
Exogenous data are not used in MLP and LSTM-based models
#197
antoinecarme
closed
2 years ago
3
Release Process : Review Existing Docs
#196
antoinecarme
closed
2 years ago
1
Release Process : Profiling and Warning Hunts
#195
antoinecarme
closed
2 years ago
2
Release Process : Pre-release Benchmarks
#194
antoinecarme
closed
2 years ago
1
Model Building Fails when Exogenous Variables are configured but not used (ARX disabled by user)
#193
antoinecarme
closed
2 years ago
1
Issue 190 reindexing
#192
antoinecarme
closed
2 years ago
0
Lag generation process optimization
#191
antoinecarme
closed
2 years ago
3
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