feat: add user code to user Oracle

phamhoangtuan committed Oct 5, 2022

refactor: create OracleModel class, split students and ensemble to mo… …

…dels and modelers files

phamhoangtuan committed Oct 5, 2022

fix: add condition to build_model func in modeler

phamhoangtuan committed Oct 6, 2022

fix: update modeler build_model function and model predict function

phamhoangtuan committed Oct 6, 2022

fix: update persist and load function of OracleModel

phamhoangtuan committed Oct 6, 2022

fix: fix bug version is overlapped, remove unused Oracle class

phamhoangtuan committed Oct 6, 2022

refactor: change param name to be clearer, split persist and load fun… …

…ction to more smaller functions to be clearer and easier to read

phamhoangtuan committed Oct 7, 2022

fix: rename ensemble to ensembler, add Oracle as backward compability… …

… of OracleModel, add func to gen train data for ensembler

phamhoangtuan committed Oct 7, 2022

fix: fix FuzzyModel process rules function

phamhoangtuan committed Oct 7, 2022

fix: update modeler build_model func comment, update test_oracle UT file

phamhoangtuan committed Oct 7, 2022

feat: add evaluation func to modeler

phamhoangtuan committed Oct 7, 2022

fix: use logger from loguru, not logging; comment out UT for ts oracl… …

…e, update test case for fuzzy model

phamhoangtuan committed Oct 7, 2022

feat: add ipython notebook to run Oracle with iris data

phamhoangtuan committed Oct 8, 2022

feat: add ipython notebook to run oracle with azure iot data

phamhoangtuan committed Oct 10, 2022

fix: update tutorial to use new Oracle code

phamhoangtuan committed Oct 10, 2022

fix: remove unused lib in TimeSeriesOracle

phamhoangtuan committed Oct 10, 2022

Merge branch 'main' into feat/oracle_with_fuzzy_refactor

phamhoangtuan committed Oct 18, 2022

feat: add loguru to pyproject

phamhoangtuan committed Oct 19, 2022

feat: create multi_model wrapper and kCollaborator (#173) …

* feat: create multi_model wrapper and kCollaborator

* fix: type annotations

* fix: debug collaborator & multi model

* feat: add compelete user code for collaborator and multi model

nubs01 committed Jan 4, 2023

fix: change OracleModel to Oracle

phamhoangtuan committed Jan 4, 2023

feat: add xgboost model wrapper

phamhoangtuan committed Jan 4, 2023

fix: remove tensorflow lib

phamhoangtuan committed Jan 5, 2023

fix: change TimeSeriesOracleModel to TimeSeriesOracle

phamhoangtuan committed Jan 5, 2023

fix: update Model and Modeler code for XGBoost based on Roshan code

phamhoangtuan committed Jan 6, 2023

fix: change x to X in k-collaborator, reformat python code

phamhoangtuan committed Jan 6, 2023

feat: add Logical OR Ensemble model and modeler

phamhoangtuan committed Jan 9, 2023

feat: create oracle similar to collaborator, add hyperparam ingestion… …

… for xgboost modeler (#178)

nubs01 committed Jan 11, 2023

fix: update var type in xgboost modeler

phamhoangtuan committed Jan 11, 2023

fix: add name attribute to XGBoost model

phamhoangtuan committed Jan 11, 2023

fix: add name attribute to FuzzyModel, fix approach to create datafra… …

…me from list of series in MultiModel

phamhoangtuan committed Jan 11, 2023

fix: fix input data in k-collaborator, fix build_model of ensemble

phamhoangtuan committed Jan 11, 2023

fix: init ensemble class

phamhoangtuan committed Jan 11, 2023

Feat/improved models for build pipeline (#179) …

* feat: add some useful ensemble model/modelers

* feat: fix xgboost regression building and create classifier

* feat: abstract data_key and output_key for all predicitive models

* feat: allow collaborator ensemble modeling with explicit labelled_data field

* feat: allow passed hyperparams to override grid search in xgboost

nubs01 committed Jan 12, 2023

fix: fix typo, add name to Model classes, change xgboost xgrid search… …

… result to int

phamhoangtuan committed Jan 13, 2023

fix: add name property to Model, not Modeler

phamhoangtuan committed Jan 13, 2023

fix: get student train data

phamhoangtuan committed Jan 13, 2023

fix: k-colab can deal with prepared_data is None then only produce fu… …

…zzy model

phamhoangtuan committed Jan 14, 2023

fix: deal with K-Oracle without prepared data then return only teache… …

…r fuzzy model

phamhoangtuan committed Jan 14, 2023

fix: return empty df if no df to concat

phamhoangtuan committed Jan 16, 2023

fix: add teacher model to Oracle

phamhoangtuan committed Jan 16, 2023

fix: XGBoost if no result key then get first column of y_train data a… …

…s result_key

phamhoangtuan committed Jan 16, 2023

fix: remove xgb grid search for hyperparam

phamhoangtuan committed Jan 17, 2023

fix: add input_features to stats when building model

phamhoangtuan committed Jan 17, 2023

fix: add input_features as columns of prepared_data X_train

phamhoangtuan committed Jan 17, 2023

fix: deal with None prepared_data in k-colab when saving input_featur… …

…es stats, deal with None ensemble in Oracle

phamhoangtuan committed Jan 17, 2023

fix: order input_features when persist multimodel

phamhoangtuan committed Jan 18, 2023

fix: revert student_models.py

phamhoangtuan committed Jan 18, 2023

fix: fix NA value when concat list of Series

phamhoangtuan committed Jan 18, 2023

fix: convert numpy.ndarray to pandas.DataFrame when running LogisticR… …

…egression and RandomForest models predict

phamhoangtuan committed Jan 18, 2023

fix: set default value for xgb

phamhoangtuan committed Jan 19, 2023

fix: add support parallel running when building k-colab and k-oracle

phamhoangtuan committed Jan 19, 2023

feat: Refactor XGB Model

vophihungvn committed Feb 2, 2023

fix: log

vophihungvn committed Feb 2, 2023

fix: evaluate func

vophihungvn committed Feb 2, 2023

refactor: Random forest model

vophihungvn committed Feb 2, 2023

feat: update random forest student model

vophihungvn committed Feb 2, 2023

refactor: Logistic regression model

vophihungvn committed Feb 2, 2023

fix(multi-model): fix logic to append pred result

phamhoangtuan committed Feb 10, 2023

merge: fix conflict when merging code

phamhoangtuan committed Feb 22, 2023