antoinecarme/pyaf

Issues

• PyAF 5.0 Release Process

  #228 opened a year ago by antoinecarme
  8

• PyAF 5.0 Final Touch 1 : discard some non-significant components

  #230 opened 2 years ago by antoinecarme
  1

• RISC-V Hardware Platform Validation

  #208 opened 2 years ago by antoinecarme
  13

• Pyaf 5.0 Final Touch 8 : Use an Optimal Choice Rule for the Quantization Signal transform

  #239 opened 2 years ago by antoinecarme
  3

• Feature request - exogenous data in forecasting

  #204 opened 2 years ago by ian-grover
  4

• Investigate PyTorch-based LSTM and MLP models

  #199 opened 2 years ago by antoinecarme
  12

• Collect Ideas for the PyAF 5.0 roadmap

  #203 opened 2 years ago by antoinecarme
  12

• Make the Modeling Scale when the Number of Exogenous Variables Increases

  #198 opened 2 years ago by antoinecarme
  1

• Exogenous data are not used in MLP and LSTM-based models

  #197 opened 2 years ago by antoinecarme
  3

• Release Process : Profiling and Warning Hunts

  #195 opened 2 years ago by antoinecarme
  2

• Release Process : Review Existing Docs

  #196 opened 2 years ago by antoinecarme
  1

• Release Process : Pre-release Benchmarks

  #194 opened 2 years ago by antoinecarme
  1

• Lag generation process optimization

  #191 opened 2 years ago by antoinecarme
  3

• Model Building Fails when Exogenous Variables are configured but not used (ARX disabled by user)

  #193 opened 3 years ago by antoinecarme
  1

• Internal Dataframes index refactoring

  #190 opened 3 years ago by antoinecarme
  2

• Prepare next PyAF 4.0 release

  #188 opened 2 years ago by antoinecarme
  1

• Python 3.10 support

  #186 opened 3 years ago by antoinecarme
  2

• PyAF support for ARM64 Architecture

  #187 opened 3 years ago by antoinecarme
  7

• The signal is not rescaled before applying some transformations

  #184 opened 3 years ago by antoinecarme
  0

• Add some messages to reflect the progress of the trainining process

  #185 opened 3 years ago by antoinecarme
  4

• Croston implementation is slow

  #182 opened 3 years ago by antoinecarme
  2

• Add Multiplicative Models/Seasonals

  #178 opened 3 years ago by antoinecarme
  6

• Overflow in cumprod (relative difference transformation)

  #179 opened 3 years ago by antoinecarme
  2

• Pyaf 5.0 Final Touch 7 : Improve the Guess of Window Length for Moving Average Trends

  #238 opened 2 years ago by antoinecarme
  2

• Pyaf 5.0 Final Touch 4 : Add More Tests

  #234 opened 2 years ago by antoinecarme
  0

• Use MaxAbsScaler for some Multiplicative Signal Transformations

  #235 opened 2 years ago by antoinecarme
  1

• Pyaf 5.0 Final Touch 5 : Add more info about Exogenous Data Used in ARX Models

  #236 opened 2 years ago by antoinecarme
  2

• Pyaf 5.0 Final Touch 6 : Disable Timing Loggers by default

  #237 opened 2 years ago by antoinecarme
  1

• Pyaf 5.0 Final Touch 3 : report plot filenames in the logs

  #232 opened 2 years ago by antoinecarme
  0

• PyAF 5.0 Final Touch 2: Disable alpha in ridge regressions

  #231 opened 2 years ago by antoinecarme
  3

• Provide some UML docs for PyAF integrators

  #233 opened 2 years ago by antoinecarme
  7

• Python 3.11 support

  #227 opened 2 years ago by antoinecarme
  1

• Use MASE by default for PyAF Model Selection

  #229 opened 2 years ago by antoinecarme
  9

• Forecast Quantiles Plots can be improved

  #225 opened 2 years ago by antoinecarme
  6

• Run some Sanity Checks for PyAF 5.0

  #224 opened 2 years ago by antoinecarme
  5

• Add Differentiable Variant of SMAPE Performance Measure

  #221 opened 2 years ago by antoinecarme
  3

• Re-run the Benchmarking process for PyAF 5.0

  #222 opened 2 years ago by antoinecarme
  1

• Revisit Model Complexity Definition

  #223 opened 2 years ago by antoinecarme
  8

• Projections Wrongfully Linear

  #218 opened 2 years ago by bjakobson
  22

• Failure to build a multiplicative ozone model with Lag1 trend

  #220 opened 2 years ago by antoinecarme
  5

• Bad plot for shaded area around prediction intervals in hourly data

  #216 opened 2 years ago by antoinecarme
  2

• Investigate Model Esthetics for PyAF

  #212 opened 2 years ago by antoinecarme
  3

• Investigate Large Horizon Models

  #213 opened 2 years ago by antoinecarme
  17

• Outlier-resistant forecasting Performance Measures

  #209 opened 2 years ago by antoinecarme
  6

• Use PyTorch as the reference deep learning framework/architecture for future projects

  #211 opened 2 years ago by antoinecarme
  2

• Support for External Probabilistic forecasts Reconciliation

  #207 opened 2 years ago by Manjubn777
  2

• Investigate Threshold AR Models

  #214 opened 2 years ago by antoinecarme
  7

• Investigate TSMARS Models

  #215 opened 2 years ago by antoinecarme
  7

• Automate Prototyping Activities - R-based Models

  #217 opened 2 years ago by antoinecarme
  7

• Investigate business days / hours impact

  #210 opened 2 years ago by antoinecarme
  4