CDU-data-science-team/pxtextmining issues and pull requests

#148 - 1.0.0

Pull Request - State: closed - Opened by yiwen-h 12 months ago

#147 - 138 final api updates

Pull Request - State: closed - Opened by yiwen-h 12 months ago

#146 - 142 remove spacy

Pull Request - State: closed - Opened by yiwen-h about 1 year ago

#145 - 144 v7 framework

Pull Request - State: closed - Opened by yiwen-h about 1 year ago - 1 comment

#144 - Update to framework v7

Issue - State: closed - Opened by yiwen-h about 1 year ago

#143 - 75 finaltests

Pull Request - State: closed - Opened by yiwen-h about 1 year ago - 2 comments

#142 - remove spacy from pipeline and dependencies

Issue - State: closed - Opened by yiwen-h about 1 year ago

#141 - Remove BERT model from "immediate" API

Issue - State: closed - Opened by yiwen-h about 1 year ago

#140 - 110 ensembling models

Pull Request - State: closed - Opened by yiwen-h about 1 year ago

#139 - 137 230908 models

Pull Request - State: closed - Opened by yiwen-h about 1 year ago - 1 comment

#138 - Update live API with final models

Issue - State: closed - Opened by yiwen-h about 1 year ago

#137 - Train models on final data

Issue - State: closed - Opened by yiwen-h about 1 year ago

#136 - 127 adjust threshold

Pull Request - State: closed - Opened by yiwen-h about 1 year ago - 2 comments

#135 - 230831 data

Pull Request - State: closed - Opened by yiwen-h about 1 year ago

#134 - 0.5.5

Pull Request - State: closed - Opened by yiwen-h about 1 year ago

#133 - Security fixes 16 17 25 26

Pull Request - State: closed - Opened by yiwen-h about 1 year ago - 2 comments

#132 - 118 distilbert api

Pull Request - State: closed - Opened by yiwen-h about 1 year ago

#131 - 126 roc

Pull Request - State: closed - Opened by yiwen-h about 1 year ago

#130 - 117 rulebased model

Pull Request - State: closed - Opened by yiwen-h about 1 year ago

#129 - 117 rulebased model

Pull Request - State: closed - Opened by yiwen-h about 1 year ago - 1 comment

#128 - Try only using q_type with comments under a certain number of words?

Issue - State: open - Opened by yiwen-h about 1 year ago
Labels: future development

#127 - Use precision-recall curve to identify optimum classification thresholds

Issue - State: closed - Opened by yiwen-h about 1 year ago - 1 comment

#126 - Add macro ROC-AUC score to performance metrics

Issue - State: closed - Opened by yiwen-h about 1 year ago - 2 comments

#125 - fixed svcpipeline not taking additional_features = False

Pull Request - State: closed - Opened by yiwen-h about 1 year ago - 1 comment

#124 - retrained with multilabel_230719 data

Pull Request - State: closed - Opened by yiwen-h about 1 year ago

#123 - svc pipeline additional features = False not working

Issue - State: closed - Opened by yiwen-h about 1 year ago - 1 comment
Labels: bug

#122 - Incorporate new dataset 230719 to see if performance improves

Issue - State: closed - Opened by yiwen-h about 1 year ago - 1 comment

#121 - 75 pipeline tests

Pull Request - State: closed - Opened by yiwen-h about 1 year ago

#120 - 119 datasets

Pull Request - State: closed - Opened by yiwen-h about 1 year ago

#119 - Add dataset and readme for phase 2 and readme for phase 1 data

Issue - State: closed - Opened by yiwen-h about 1 year ago

#118 - Implement "wait and come back later" for transformer based API

Issue - State: closed - Opened by yiwen-h over 1 year ago - 2 comments

#117 - Rule-based model for smaller categories using humanlearn

Issue - State: closed - Opened by yiwen-h over 1 year ago

#116 - added tests for factory_model_performance

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 1 comment

#115 - Personal identifiable details?

Issue - State: open - Opened by yiwen-h over 1 year ago
Labels: future development

#114 - 104 75 linting and tests

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 2 comments

#113 - Delete build

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

#112 - 0.5.4

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

#111 - 97 sentiment api

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

#110 - Ensemble together transformer and sklearn models

Issue - State: closed - Opened by yiwen-h over 1 year ago - 1 comment

#109 - 107 v6 framework

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

#108 - 107 v6 framework

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 1 comment

#107 - incorporate v6 of framework

Issue - State: closed - Opened by yiwen-h over 1 year ago

#106 - 90 bert analysis

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

#105 - 101 two model layers

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

#104 - Use a linter (pylint / ruff?) as part of tests

Issue - State: closed - Opened by yiwen-h over 1 year ago - 1 comment

#103 - 0.5.3

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

#102 - Security 16 21

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

#101 - Try using model trained on 'major_cats' first before targeting minor_cats

Issue - State: closed - Opened by yiwen-h over 1 year ago

#100 - Try to incorporate SHAP to aid model interpretability

Issue - State: open - Opened by yiwen-h over 1 year ago
Labels: future development

#99 - added new dataset and additional_analysis element to pipelines

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

#98 - 75 moretests

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

#97 - Make sentiment model available via API

Issue - State: closed - Opened by yiwen-h over 1 year ago
Labels: enhancement

#96 - 89 sentiment

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 1 comment

#95 - Api docs

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 5 comments

#94 - minor changes to API to get it working on rsconnect

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

#93 - updated to 0.5.2 to fix bug 91

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

#92 - fixed bug

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

#91 - xgboost error

Issue - State: closed - Opened by yiwen-h over 1 year ago
Labels: bug

#90 - Tidy up BERT model for minor_cats

Issue - State: closed - Opened by yiwen-h over 1 year ago

#89 - Train models to predict sentiment

Issue - State: closed - Opened by yiwen-h over 1 year ago

#88 - 0.5.1

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

#87 - 85 minorcats api

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

#86 - 85 minor cats

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

#85 - Train models on minor categories

Issue - State: closed - Opened by yiwen-h over 1 year ago - 2 comments

#84 - 0.5.0

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 1 comment

#83 - 73 api alpha

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 1 comment

#82 - 78 documentation

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

#81 - 72 remove phase1 code

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 1 comment

#80 - Try few shot approaches

Issue - State: open - Opened by yiwen-h over 1 year ago
Labels: future development

#79 - Try XGBoost model

Issue - State: closed - Opened by yiwen-h over 1 year ago

#78 - Create documentation for multilabel version of package

Issue - State: closed - Opened by yiwen-h over 1 year ago

#77 - 23 additional features

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 2 comments

#76 - 73 multilabel api

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

#75 - Add tests for multilabel version of package

Issue - State: closed - Opened by yiwen-h over 1 year ago - 2 comments
Labels: enhancement

#74 - 25 bert

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

#73 - Modify API to be able to send multilabel responses

Issue - State: closed - Opened by yiwen-h over 1 year ago

#72 - remove old phase 1 code for single label models

Issue - State: closed - Opened by yiwen-h over 1 year ago

#71 - 70 gh action

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 1 comment

#70 - set up github action to test files in execution folder on push

Issue - State: closed - Opened by yiwen-h over 1 year ago

#69 - 25 multilabel

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 1 comment

#68 - 67 metrics

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

#67 - Mutlilabel metrics

Issue - State: closed - Opened by yiwen-h over 1 year ago - 1 comment
Labels: enhancement

#66 - Loosen requirements for matplotlib

Issue - State: closed - Opened by yiwen-h over 1 year ago
Labels: bug

#65 - 54 json api

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

#64 - 58 import multilabel

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

#63 - removed "tagger" from disable param in vectorizer/tokenizer

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

#62 - 60 lemmatizer

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

#61 - 59 simplify pipeline

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

#60 - Error message re: lemmatizer/tokenizer

Issue - State: closed - Opened by yiwen-h over 1 year ago - 2 comments
Labels: bug

#59 - Simplify pipeline

Issue - State: closed - Opened by yiwen-h over 1 year ago

#58 - Amend import data to account for multilabeled csv file

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

#57 - 0.4.2

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

#56 - 55 bugfix

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

#55 - threadpoolctl error

Issue - State: closed - Opened by yiwen-h over 1 year ago
Labels: bug

#54 - Create API to accept JSON requests to make predictions

Issue - State: closed - Opened by yiwen-h over 1 year ago - 1 comment
Labels: enhancement

#53 - 0.4.1

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

#52 - 46 dependencies

Pull Request - State: closed - Opened by yiwen-h over 1 year ago - 2 comments

#51 - 45 model info

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

#50 - 42 api

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

#49 - 47 updatemodels

Pull Request - State: closed - Opened by yiwen-h almost 2 years ago - 1 comment

GitHub / CDU-data-science-team/pxtextmining issues and pull requests