DOI-USGS/lake-temperature-lstm-static issues and pull requests

#58 - URGENT - associated paper?

Issue - State: closed - Opened by jpadilla-usgs over 1 year ago - 6 comments

#57 - Prepare for Upcoming DGEC Transition

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

#56 - Write metrics

Pull Request - State: closed - Opened by AndyMcAliley about 2 years ago - 1 comment

#53 - Plot obs counts

Pull Request - State: closed - Opened by AndyMcAliley about 2 years ago - 2 comments

#52 - Change plotting library from Holoviews

Issue - State: open - Opened by AndyMcAliley about 2 years ago

#51 - Add elevation and area metric plots

Pull Request - State: closed - Opened by AndyMcAliley about 2 years ago - 2 comments

#50 - Plot metrics by elevation and area

Issue - State: closed - Opened by AndyMcAliley about 2 years ago

#49 - Plot histograms of observation data density

Issue - State: closed - Opened by AndyMcAliley about 2 years ago

#48 - Plot metrics

Pull Request - State: closed - Opened by AndyMcAliley about 2 years ago - 1 comment

#47 - Interpolate predictions

Pull Request - State: closed - Opened by AndyMcAliley about 2 years ago

#46 - Interpolate predictions to observation depths

Issue - State: closed - Opened by AndyMcAliley about 2 years ago

#45 - Predict dataset

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

#44 - Train with 100 hidden dimensions

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

#43 - Train with 40% dropout

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

#42 - Initial model-prep training run

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

#41 - Snakemake retrains even when not needed

Issue - State: open - Opened by AndyMcAliley over 2 years ago - 1 comment

#40 - Early stopping

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

#39 - Update 3_train

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

#38 - Save training metadata

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

#37 - Split validation set during 2_process

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

#36 - lake-temperature-model-prep training data

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

#35 - No automatic early stopping

Issue - State: closed - Opened by AndyMcAliley over 2 years ago - 1 comment

#34 - Model prep metadata

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

#33 - Set up to train skateboard model

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

#32 - Allow multiple training config files for runs in parallel

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

#31 - Split validation data by lake

Issue - State: closed - Opened by AndyMcAliley over 2 years ago - 1 comment

#30 - Train on a GPU

Issue - State: closed - Opened by AndyMcAliley over 2 years ago

#29 - Tallgrass GPU bug fixes

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

#28 - Accommodate separate config files for separate training runs

Issue - State: open - Opened by AndyMcAliley over 2 years ago

#27 - Log settings and other metadata after training

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

#26 - Train model

Pull Request - State: closed - Opened by AndyMcAliley over 2 years ago - 5 comments

#25 - Add LSTM Model classes

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

#24 - Use elevations from ScienceBase

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

#23 - Fetch elevation data from ScienceBase instead of EPQS

Issue - State: closed - Opened by AndyMcAliley over 2 years ago - 1 comment

#22 - Stop unzip_archive from matching files

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

#21 - Save training and test data

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

#20 - Train EA-LSTM model using MNTOHA data

Issue - State: closed - Opened by AndyMcAliley over 2 years ago

#19 - Add LSTM and EA-LSTM classes

Issue - State: closed - Opened by AndyMcAliley over 2 years ago

#18 - Save results for different hyperparameters, etc. to different places to avoid overwriting older results

Issue - State: closed - Opened by AndyMcAliley over 2 years ago - 9 comments

#17 - Change directory structure to better accommodate different data sources and drivers

Issue - State: open - Opened by AndyMcAliley over 2 years ago - 2 comments

#16 - Update README.md to describe how to obtain training data

Issue - State: open - Opened by AndyMcAliley over 2 years ago

#15 - Changing `pull_date.txt` does not trigger download

Issue - State: open - Opened by AndyMcAliley over 2 years ago

#13 - Error when pull_date.txt is changed

Issue - State: closed - Opened by AndyMcAliley over 2 years ago - 3 comments

#11 - 2_process: Create sequenced training data for LSTM

Pull Request - State: closed - Opened by AndyMcAliley almost 3 years ago - 4 comments

#10 - Process data to create LSTM training sequences

Issue - State: closed - Opened by AndyMcAliley almost 3 years ago

#9 - Include elevations in lake metadata

Issue - State: closed - Opened by AndyMcAliley almost 3 years ago - 2 comments

#8 - Minimum criteria for including lake in training data

Issue - State: closed - Opened by AndyMcAliley almost 3 years ago - 1 comment

#7 - Fetch input lake data for complete set of lakes

Issue - State: closed - Opened by AndyMcAliley almost 3 years ago - 1 comment

#6 - Fetch MNTOHA data from ScienceBase using Snakemake

Pull Request - State: closed - Opened by AndyMcAliley almost 3 years ago - 1 comment

GitHub / DOI-USGS/lake-temperature-lstm-static issues and pull requests