Ecosyste.ms: Issues

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GitHub / MetOffice/XBTs_classification issues and pull requests

#112 - Paper Reviews

Issue - State: open - Opened by stevehadd about 3 years ago
Labels: paper

#111 - Xbt103 new features

Pull Request - State: closed - Opened by stevehadd over 3 years ago

#110 - Save models in ONNX format

Issue - State: open - Opened by stevehadd almost 4 years ago

#109 - Investigate bootstrapping / oversampling

Issue - State: closed - Opened by stevehadd almost 4 years ago - 2 comments

#108 - Port to AWS

Issue - State: open - Opened by stevehadd almost 4 years ago

#107 - Use ML flow for experiment tracking

Issue - State: open - Opened by stevehadd almost 4 years ago

#106 - Update plot style

Issue - State: closed - Opened by stevehadd almost 4 years ago - 1 comment

#105 - Decision tree visualisation

Issue - State: open - Opened by stevehadd almost 4 years ago

#103 - Additional analysis for paper

Issue - State: closed - Opened by stevehadd almost 4 years ago - 6 comments

#102 - Update wiki pages

Issue - State: open - Opened by stevehadd about 4 years ago

#101 - Make code citable

Issue - State: open - Opened by stevehadd about 4 years ago

#100 - Create a competition

Issue - State: open - Opened by stevehadd about 4 years ago

#99 - Add XBT data and code to Pangeo MLdata

Issue - State: open - Opened by stevehadd about 4 years ago
Labels: reproducible_research

#98 - Preparation for SPICE production

Issue - State: closed - Opened by stevehadd about 4 years ago - 1 comment
Labels: production, documentation

#97 - Xbt80 wod testing

Pull Request - State: closed - Opened by stevehadd about 4 years ago

#95 - Xbt90 split analysis

Pull Request - State: closed - Opened by stevehadd about 4 years ago

#94 - v0.2 release

Issue - State: closed - Opened by stevehadd about 4 years ago - 1 comment
Labels: production, results

#93 - XBT #79 created a notebook which excludes profiles from labelled data…

Pull Request - State: closed - Opened by stevehadd about 4 years ago

#92 - Evaluate use of MLflow for experiment tracking

Issue - State: open - Opened by stevehadd about 4 years ago
Labels: pipelines, reproducible_research

#91 - Xbt84 azureml hyperparameter tuning

Pull Request - State: closed - Opened by stevehadd about 4 years ago

#90 - Quantify effect on accuracy of different splits

Issue - State: closed - Opened by stevehadd about 4 years ago
Labels: classification

#89 - Create docker container for XBT environment

Issue - State: open - Opened by stevehadd over 4 years ago - 2 comments
Labels: reproducible_research

#88 - Publish notebooks on Binder

Issue - State: open - Opened by stevehadd over 4 years ago - 2 comments
Labels: reproducible_research

#87 - Xbt83 breakup experiment

Pull Request - State: closed - Opened by stevehadd over 4 years ago - 1 comment

#86 - reorganise repo

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#85 - Porting XBT code to Azure ML

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#84 - Run hyperparameter tuning on AzML using HyperDriveConfig

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: pipelines

#83 - break up experiment class

Issue - State: closed - Opened by stevehadd over 4 years ago
Labels: pipelines, libraries

#82 - Prepare and release beta version

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: results

#81 - typo on front page

Issue - State: closed - Opened by markwebb24 over 4 years ago - 2 comments

#80 - Rerun metric evaluation with WOD raw data

Issue - State: closed - Opened by stevehadd over 4 years ago - 2 comments
Labels: data_preparation, production

#79 - Exclude profiles with unknown input values from labelled data

Issue - State: closed - Opened by stevehadd over 4 years ago

#78 - Made year range or start'/end year an optional parameter

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#77 - Create README.md for experiment JSON files directory

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#76 - Generate WOD codes for outputs

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#75 - Update WOD URLs

Issue - State: open - Opened by stevehadd over 4 years ago

#74 - Option to split output into yearly or monthly files

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#73 - make use of github actions

Issue - State: open - Opened by stevehadd over 4 years ago - 1 comment

#72 - create setup scripts and upload release

Issue - State: open - Opened by stevehadd over 4 years ago

#71 - Put default values into a JSON file

Issue - State: open - Opened by stevehadd over 4 years ago - 1 comment

#70 - Updates to run training and evaluation for reporting

Pull Request - State: closed - Opened by stevehadd over 4 years ago
Labels: production, results

#69 - Investigate why by year splitting reduces performance (possible bug?)

Issue - State: closed - Opened by stevehadd over 4 years ago
Labels: bug, data_preparation, performance

#68 - Reorganise Repo

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment

#67 - Updates to output max probability

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#66 - Document output format

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: production, documentation

#65 - XBT #64: Fixed bug in voting code.

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#64 - Fix bug in probability output

Issue - State: closed - Opened by stevehadd over 4 years ago

#63 - Use WOD codes for classification output

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: classification, production

#62 - Add option for yearly or monthly output option

Issue - State: closed - Opened by stevehadd over 4 years ago
Labels: production

#61 - Xbt56 imeta script

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#60 - Make year range an optional parameter

Issue - State: closed - Opened by stevehadd over 4 years ago
Labels: data_preparation, pipelines

#59 - Xbt23 preproc update

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#58 - measure performance of voting classifier on labelled data

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: probablistic_output, performance

#57 - Additional metrics and explainability for classification

Issue - State: open - Opened by stevehadd over 4 years ago - 2 comments
Labels: performance

#56 - Generate imeta metrics reference output file for comparison notebooks

Issue - State: closed - Opened by stevehadd over 4 years ago
Labels: visualisation, results

#55 - Use scikit-learn pipeline in XBT code.

Issue - State: open - Opened by stevehadd over 4 years ago - 1 comment
Labels: pipelines, libraries

#54 - Evaluate classifying with just year and max_depth

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: question, classification, feature_selection

#53 - Preprocessing scripts for non-WOD data sources

Issue - State: open - Opened by stevehadd over 4 years ago
Labels: data_preparation

#52 - Integrate XBT object with Jupyter display functions

Issue - State: open - Opened by stevehadd over 4 years ago
Labels: visualisation, data_exploration, performance

#51 - Integrate XBT objects with Jupyter through custom _repr_ functions

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: visualisation, data_exploration

#50 - Merge XGboost dev branch into master

Pull Request - State: closed - Opened by stevehadd over 4 years ago

#49 - run XBT code in VM or container on Azure

Issue - State: open - Opened by stevehadd over 4 years ago

#48 - Add best prediction to classification output and metrics

Issue - State: closed - Opened by stevehadd over 4 years ago - 2 comments
Labels: probablistic_output, production

#47 - Update results notebook

Issue - State: closed - Opened by stevehadd over 4 years ago - 2 comments

#46 - Run and produce output for all experiments

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment

#45 - create update mode inference script

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: enhancement, classification

#44 - optmisation of training, inference and evaluation tasks

Issue - State: open - Opened by stevehadd over 4 years ago
Labels: performance

#43 - train XG boost tree on XBT data

Issue - State: closed - Opened by stevehadd over 4 years ago - 2 comments
Labels: libraries

#42 - Consider parallel processing options for running on SPICE

Issue - State: open - Opened by stevehadd over 4 years ago
Labels: performance

#41 - Set up experiment definition JSON files

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: pipelines

#40 - Create conda requirement file.

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: libraries, reproducible_research

#39 - Build tensorflow classifiers

Issue - State: open - Opened by stevehadd over 4 years ago
Labels: pipelines, libraries, reproducible_research

#38 - Add python logger to experiment framework

Issue - State: open - Opened by stevehadd over 4 years ago
Labels: pipelines, reproducible_research

#37 - Create deployment mode script

Issue - State: closed - Opened by stevehadd over 4 years ago - 2 comments
Labels: pipelines, production

#36 - Check whether all profiles of "UNKNOWN" cruise go into same split

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: classification

#35 - Update wiki page

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: reproducible_research

#34 - Add README and setup

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: reproducible_research

#33 - test suite for XBT functionality

Issue - State: open - Opened by stevehadd over 4 years ago
Labels: reproducible_research

#32 - split train/test by instrument

Issue - State: closed - Opened by stevehadd over 4 years ago - 2 comments
Labels: data_preparation

#31 - Try additional classifiers

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: classification

#29 - Integrate dataset class into experiment framework

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: pipelines, feature_selection

#27 - try additional features to replace country

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: feature_selection

#26 - use imeta as a fallback in output file

Issue - State: closed - Opened by stevehadd over 4 years ago - 2 comments

#25 - implement cross-validation for classifiers

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: classification

#24 - create pseudo-probability from ensemble of different classifiers and hyperparameters

Issue - State: closed - Opened by stevehadd over 4 years ago - 1 comment
Labels: classification, probablistic_output

#23 - try processing pipelines on newly downloaded data

Issue - State: closed - Opened by stevehadd almost 5 years ago - 3 comments

#21 - Add metadata file for categories

Issue - State: open - Opened by stevehadd almost 5 years ago

#18 - Explore effect of cruise ID feature on classification results

Issue - State: closed - Opened by stevehadd almost 5 years ago - 1 comment

#17 - Extending first paper

Issue - State: closed - Opened by stevehadd almost 5 years ago - 1 comment
Labels: classification

#16 - Calculate some stats for relationships between variables

Issue - State: closed - Opened by stevehadd almost 5 years ago - 1 comment
Labels: data_exploration

#12 - Create gridded obs density plot

Issue - State: closed - Opened by stevehadd almost 5 years ago - 2 comments
Labels: visualisation

#10 - Set up classification pipeline in pytorch

Issue - State: open - Opened by stevehadd almost 5 years ago - 1 comment
Labels: pytorch, libraries

#9 - Setup XBT classification pipeline in AzureML

Issue - State: closed - Opened by stevehadd almost 5 years ago - 4 comments
Labels: pipelines

#7 - Setup XBT classification pipeline in AWS Sagemaker

Issue - State: open - Opened by stevehadd almost 5 years ago - 2 comments
Labels: pipelines

#6 - Check script to convert from netcdf to csv

Issue - State: closed - Opened by stevehadd almost 5 years ago - 1 comment
Labels: data_preparation

#5 - create intake catalog to abstract data locations

Issue - State: open - Opened by stevehadd almost 5 years ago - 4 comments

#2 - Investigate use of dask for improved performance

Issue - State: open - Opened by stevehadd almost 5 years ago - 5 comments