Commit Graph

5 Commits

Author SHA1 Message Date
Haoran Pan 5c5853c7fc feat: add cross validation for kaggle scenario (#236)
* update cross validation for kaggle scenario

* CI Issues

* delete useless file

* CI issues
2024-09-01 17:41:05 +08:00
WinstonLiyt 6ce75c6f01 feat: piloting of the framework (#227)
* Initial template

* Updated a bit on the framework

* Revised to enable feat training

* Fixed Accuracy

* fixed mcc

* change some files for feature

* update some logics in feat eng

* update some codes

* update some codes

* Revised further to successfully completed a cycle

* Revised further

* Delete two CSVs

* fix some ci errors

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Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: Xisen-Wang <xisen_application@163.com>
2024-08-27 17:27:11 +08:00
Way2Learn e7b8a43f52 feat: update model_experiment.py to support basic EDA (#220)
* Update model_experiment.py to support basic eda

It looks into the data first before the proposal.

* Update model_experiment.py

Revised linting

* Update model_experiment.py by fixing sorting order

* Update model_experiment.py for black linting

* Update model_experiment.py

* Update model_experiment.py

* Update model_experiment.py

* Update model_experiment.py

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Co-authored-by: WinstonLiyt <104308117+WinstonLiyt@users.noreply.github.com>
2024-08-26 16:38:49 +08:00
TPLin22 9a792cc21e feat: support more models for kaggle scenario (#223)
* init commit for XGBoost

* fix some bugs

* CI issues

* CI issues

* CI issue

* edit prompts for kaggle scenario & fix some bugs

* Revised Prompts To Improve Performance on Model Type & Support of Random Forest

* edit prompts & modify evaluator.py to adapt to Kaggle scenario

* edit prompts

* fix some bugs

* CI issues

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Co-authored-by: Taozhi Wang <taozhi.mark.wang@gmail.com>
Co-authored-by: Xisen-Wang <xisen_application@163.com>
2024-08-23 15:13:50 +08:00
WinstonLiyt 96424bd1ff feat: Added loop code for Kaggle scene. (#211)
* fuse all code into one commit

* remove container auto

* change remove method

* add kaggle env start

* change kaggle api

* change structure

* add crawler

* add requirements

* refeact the code

* delete mistaken codes

* merge docker settings and crawler

* add chrome install README for crawler usage

* Connect scen with Kaggle to download data

* Reformat some files to pass CI.

* fix some ci errors

* fix a ci error

* fix a ci error

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Co-authored-by: Bowen Xian <xianbowen@outlook.com>
2024-08-19 10:58:28 +08:00