antoinecarme/pyaf issues and pull requests

#241 - Delete .circleci directory

Pull Request - State: closed - Opened by antoinecarme 6 days ago

#240 - Numpy 20 and pandas 30 impact

Pull Request - State: closed - Opened by antoinecarme 6 months ago

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

Issue - State: closed - Opened by antoinecarme over 1 year ago - 3 comments

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

Issue - State: closed - Opened by antoinecarme over 1 year ago - 2 comments
Labels: class:enhancement, priority:high, topic:generic, topic:modeling_quality

#237 - Pyaf 5.0 Final Touch 6 : Disable Timing Loggers by default

Issue - State: closed - Opened by antoinecarme over 1 year ago - 1 comment
Labels: class:Doc, priority:high, topic:generic, class:devops

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

Issue - State: closed - Opened by antoinecarme over 1 year ago - 2 comments
Labels: class:enhancement, priority:high, topic:Green

#235 - Use MaxAbsScaler for some Multiplicative Signal Transformations

Issue - State: closed - Opened by antoinecarme over 1 year ago - 1 comment
Labels: class:enhancement, priority:high, topic:generic, topic:signal_transformation, topic:modeling_quality

#234 - Pyaf 5.0 Final Touch 4 : Add More Tests

Issue - State: closed - Opened by antoinecarme over 1 year ago
Labels: class:bug, priority:high, topic:generic, class:devops

#233 - Provide some UML docs for PyAF integrators

Issue - State: closed - Opened by antoinecarme over 1 year ago - 7 comments
Labels: class:Doc, priority:high, class:devops, topic:third_party_support, topic:Green

#232 - Pyaf 5.0 Final Touch 3 : report plot filenames in the logs

Issue - State: closed - Opened by antoinecarme over 1 year ago
Labels: class:enhancement, class:Doc, priority:high, topic:plotting

#231 - PyAF 5.0 Final Touch 2: Disable alpha in ridge regressions

Issue - State: closed - Opened by antoinecarme over 1 year ago - 3 comments
Labels: class:enhancement, priority:high, topic:generic, topic:modeling_quality

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

Issue - State: closed - Opened by antoinecarme over 1 year ago - 1 comment
Labels: class:enhancement, priority:high, topic:generic, topic:modeling_quality

#229 - Use MASE by default for PyAF Model Selection

Issue - State: closed - Opened by antoinecarme over 1 year ago - 9 comments
Labels: class:enhancement, priority:high, topic:modeling_quality

#228 - PyAF 5.0 Release Process

Issue - State: closed - Opened by antoinecarme over 1 year ago - 8 comments
Labels: class:Doc, priority:high, topic:modeling_quality, class:devops, status:in_progress, topic:Green

#227 - Python 3.11 support

Issue - State: closed - Opened by antoinecarme over 1 year ago - 1 comment
Labels: priority:high, topic:generic, class:devops, topic:Green

#226 - Issue 213 large horizon models

Pull Request - State: closed - Opened by antoinecarme over 1 year ago

#225 - Forecast Quantiles Plots can be improved

Issue - State: closed - Opened by antoinecarme over 1 year ago - 6 comments
Labels: class:bug, class:enhancement, priority:high, topic:plotting

#224 - Run some Sanity Checks for PyAF 5.0

Issue - State: closed - Opened by antoinecarme over 1 year ago - 5 comments
Labels: class:enhancement, priority:high, topic:signal_transformation, topic:modeling_quality

#223 - Revisit Model Complexity Definition

Issue - State: closed - Opened by antoinecarme almost 2 years ago - 8 comments
Labels: class:enhancement, priority:high, topic:modeling_quality

#222 - Re-run the Benchmarking process for PyAF 5.0

Issue - State: closed - Opened by antoinecarme almost 2 years ago - 1 comment
Labels: class:Bench, priority:high, topic:generic, topic:modeling_quality, class:devops, topic:Green

#221 - Add Differentiable Variant of SMAPE Performance Measure

Issue - State: closed - Opened by antoinecarme almost 2 years ago - 3 comments
Labels: class:enhancement, priority:high, topic:generic, topic:modeling_quality

#220 - Failure to build a multiplicative ozone model with Lag1 trend

Issue - State: closed - Opened by antoinecarme almost 2 years ago - 5 comments
Labels: class:bug, priority:high, topic:user_support

#219 - Kendall mwu ks auc perfs

Pull Request - State: closed - Opened by antoinecarme almost 2 years ago

#218 - Projections Wrongfully Linear

Issue - State: closed - Opened by bjakobson about 2 years ago - 22 comments
Labels: topic:user_support

#217 - Automate Prototyping Activities - R-based Models

Issue - State: open - Opened by antoinecarme about 2 years ago - 7 comments
Labels: priority:low, topic:modeling_quality, class:devops, status:in_progress, topic:Green, topic:new_models, topic:pyaf_forecast

#216 - Bad plot for shaded area around prediction intervals in hourly data

Issue - State: closed - Opened by antoinecarme about 2 years ago - 2 comments
Labels: class:bug, priority:high

#215 - Investigate TSMARS Models

Issue - State: open - Opened by antoinecarme about 2 years ago - 7 comments
Labels: class:enhancement, class:Doc, priority:low, topic:modeling_quality, status:in_progress, topic:Green, topic:new_models, topic:pyaf_forecast

#214 - Investigate Threshold AR Models

Issue - State: open - Opened by antoinecarme about 2 years ago - 7 comments
Labels: class:enhancement, class:Doc, priority:low, topic:modeling_quality, status:in_progress, topic:Green, topic:new_models, topic:pyaf_forecast

#213 - Investigate Large Horizon Models

Issue - State: closed - Opened by antoinecarme about 2 years ago - 17 comments
Labels: class:enhancement, class:Bench, priority:high, topic:generic, topic:modeling_quality, topic:Green

#212 - Investigate Model Esthetics for PyAF

Issue - State: closed - Opened by antoinecarme about 2 years ago - 3 comments
Labels: class:enhancement, priority:high, topic:generic, topic:modeling_quality, topic:Green

#211 - Use PyTorch as the reference deep learning framework/architecture for future projects

Issue - State: closed - Opened by antoinecarme about 2 years ago - 2 comments
Labels: class:enhancement, priority:high, topic:modeling_quality, topic:neural_net

#210 - Investigate business days / hours impact

Issue - State: open - Opened by antoinecarme about 2 years ago - 4 comments
Labels: class:enhancement, priority:low, topic:generic, status:suspended

#209 - Outlier-resistant forecasting Performance Measures

Issue - State: closed - Opened by antoinecarme about 2 years ago - 6 comments
Labels: class:enhancement, priority:high, topic:modeling_quality

#208 - RISC-V Hardware Platform Validation

Issue - State: closed - Opened by antoinecarme about 2 years ago - 13 comments
Labels: class:enhancement, class:Bench, priority:high, class:devops, topic:third_party_support, topic:Green

#207 - Support for External Probabilistic forecasts Reconciliation

Issue - State: closed - Opened by Manjubn777 over 2 years ago - 2 comments
Labels: class:Doc, priority:high, topic:user_support

#206 - Updated version number

Pull Request - State: closed - Opened by antoinecarme over 2 years ago

#205 - Update codeql-analysis.yml

Pull Request - State: closed - Opened by antoinecarme over 2 years ago

#204 - Feature request - exogenous data in forecasting

Issue - State: closed - Opened by ian-grover over 2 years ago - 4 comments
Labels: topic:user_support

#203 - Collect Ideas for the PyAF 5.0 roadmap

Issue - State: closed - Opened by antoinecarme over 2 years ago - 12 comments
Labels: class:enhancement, priority:high, topic:modeling_quality, topic:neural_net, topic:Green

#202 - 4.0 rc2

Pull Request - State: closed - Opened by antoinecarme over 2 years ago

#201 - prepare 4.0-rc1 release.

Pull Request - State: closed - Opened by antoinecarme over 2 years ago

#200 - Exogenous variables scale issue 198

Pull Request - State: closed - Opened by antoinecarme over 2 years ago

#199 - Investigate PyTorch-based LSTM and MLP models

Issue - State: closed - Opened by antoinecarme over 2 years ago - 12 comments
Labels: class:enhancement, priority:normal, topic:modeling_quality, topic:neural_net

#198 - Make the Modeling Scale when the Number of Exogenous Variables Increases

Issue - State: closed - Opened by antoinecarme over 2 years ago - 1 comment
Labels: class:enhancement, priority:high, topic:modeling_quality, topic:Green

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

Issue - State: closed - Opened by antoinecarme over 2 years ago - 3 comments
Labels: class:enhancement, priority:high, topic:modeling_quality, topic:neural_net

#196 - Release Process : Review Existing Docs

Issue - State: closed - Opened by antoinecarme over 2 years ago - 1 comment
Labels: class:Doc, priority:high, topic:generic, topic:user_support, class:devops, topic:plotting

#195 - Release Process : Profiling and Warning Hunts

Issue - State: closed - Opened by antoinecarme over 2 years ago - 2 comments
Labels: priority:high, topic:generic, class:devops, topic:Green

#194 - Release Process : Pre-release Benchmarks

Issue - State: closed - Opened by antoinecarme over 2 years ago - 1 comment
Labels: class:Doc, class:Bench, priority:high, topic:modeling_quality, topic:Green

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

Issue - State: closed - Opened by antoinecarme over 2 years ago - 1 comment
Labels: class:bug, priority:high, topic:generic

#192 - Issue 190 reindexing

Pull Request - State: closed - Opened by antoinecarme over 2 years ago

#191 - Lag generation process optimization

Issue - State: closed - Opened by antoinecarme over 2 years ago - 3 comments
Labels: class:enhancement, priority:high, topic:Green

#190 - Internal Dataframes index refactoring

Issue - State: closed - Opened by antoinecarme over 2 years ago - 2 comments
Labels: class:enhancement, priority:high, topic:Green

#189 - Transformation tests

Pull Request - State: closed - Opened by antoinecarme over 2 years ago

#188 - Prepare next PyAF 4.0 release

Issue - State: closed - Opened by antoinecarme over 2 years ago - 1 comment
Labels: priority:high, class:devops

#187 - PyAF support for ARM64 Architecture

Issue - State: closed - Opened by antoinecarme over 2 years ago - 7 comments
Labels: priority:high, class:devops

#186 - Python 3.10 support

Issue - State: closed - Opened by antoinecarme over 2 years ago - 2 comments
Labels: priority:high, class:devops

#185 - Add some messages to reflect the progress of the trainining process

Issue - State: closed - Opened by antoinecarme over 2 years ago - 4 comments
Labels: class:enhancement, priority:high

#184 - The signal is not rescaled before applying some transformations

Issue - State: closed - Opened by antoinecarme over 2 years ago
Labels: class:bug, priority:high, topic:signal_transformation, topic:modeling_quality

#183 - Croston issue 182

Pull Request - State: closed - Opened by antoinecarme over 2 years ago - 1 comment

#182 - Croston implementation is slow

Issue - State: closed - Opened by antoinecarme over 2 years ago - 2 comments
Labels: class:bug, priority:high

#181 - Add Multiplicative Models/Seasonals

Pull Request - State: closed - Opened by antoinecarme over 2 years ago - 1 comment

#180 - Issue 179 cumprod overflow #179

Pull Request - State: closed - Opened by antoinecarme almost 3 years ago

#179 - Overflow in cumprod (relative difference transformation)

Issue - State: closed - Opened by antoinecarme almost 3 years ago - 2 comments
Labels: class:bug, priority:high, topic:signal_transformation, topic:modeling_quality

#178 - Add Multiplicative Models/Seasonals

Issue - State: closed - Opened by antoinecarme almost 3 years ago - 6 comments
Labels: class:enhancement, priority:high, topic:generic, topic:modeling_quality

#177 - Perform some tests with Python Multithreading without GIL

Issue - State: open - Opened by antoinecarme about 3 years ago - 1 comment
Labels: class:enhancement, priority:low, topic:generic, topic:third_party_support, status:suspended, topic:pyaf_forecast

#176 - Ensure that PyAF is and remains Green

Issue - State: open - Opened by antoinecarme about 3 years ago - 7 comments
Labels: class:enhancement, priority:high, status:in_progress, topic:Green

#175 - Dataset containing high precision (nanoseconds) dates fails to train

Issue - State: closed - Opened by artrune over 3 years ago - 9 comments

#174 - Cleanup of README file

Issue - State: closed - Opened by shaido987 over 3 years ago - 5 comments
Labels: class:enhancement, class:Doc, priority:high

#173 - Grammatical and punctuation fixes to the README file

Pull Request - State: closed - Opened by shaido987 over 3 years ago - 2 comments

#171 - Update Model Complexity Computations

Issue - State: closed - Opened by antoinecarme over 3 years ago - 4 comments
Labels: class:enhancement, priority:high, topic:modeling_quality

#169 - Plot Functions Improvement

Issue - State: closed - Opened by antoinecarme over 3 years ago - 5 comments
Labels: class:enhancement, class:Doc, priority:high, topic:hierarchical, topic:plotting

#168 - Quantile plots fail when horizon is 1

Issue - State: closed - Opened by antoinecarme over 3 years ago - 1 comment
Labels: class:bug, priority:high, topic:plotting

#167 - Make sampling more consistant with different splitting schemas

Issue - State: closed - Opened by antoinecarme over 3 years ago - 1 comment
Labels: class:bug, priority:high, topic:modeling_quality

#157 - Prepare next PyAF release

Issue - State: closed - Opened by antoinecarme over 3 years ago - 3 comments
Labels: priority:high, topic:generic, class:devops

#156 - Crash when training using example code - An attempt has been made to start a new process before the current process has finished its bootstrapping phase

Issue - State: closed - Opened by sachingooo over 3 years ago - 9 comments
Labels: class:bug, priority:high, topic:generic

GitHub / antoinecarme/pyaf issues and pull requests