Files
NexQuant/rdagent/scenarios/kaggle/experiment
Way2Learn 69fc1fd911 feat: supporting various Kaggle competitions & scenarios for RD-Agent (#409)
* Fixes on  kaggle output

* feat: add kaggle s3e14 template (#394)

* add s3e14 template

* fix CI

* Initialisation of a template of competition

* add kaggle s3e16 template (#396)

* get kaggle competition scores (#397)

* Adding a new competition s4e6

* feat: s4e5 (#400)

* init for s4e5

* edit s4e5

* ci issue

* feat: S4e3 (#402)

* Initialisation of a template of competition

* Adding a new competition s4e6

* Competition Initialised

* Fixed to make sure that now it runs

* Fixing for CI

* correct evaluation (#403)

* find rank in leaderboard (#405)

* fix: model templates for KG scenario (#408)

* fix feature selection for some models

* feat select template

* Updating the prompts for a more powerful model tuning

* refine the prompt

* fix: template error in s4e6

* feat: show simple execution time in demo (#410)

* show time in kaggle demo

* change color

* fix a small bug

* edit loop.py and proposal

* delete useless files

* CI issues

* ci issue

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Co-authored-by: XianBW <36835909+XianBW@users.noreply.github.com>
Co-authored-by: Haoran Pan <167847254+TPLin22@users.noreply.github.com>
Co-authored-by: Way2Learn <118058822+Xisen-Wang@users.noreply.github.com>
Co-authored-by: WinstonLiyt <1957922024@qq.com>
Co-authored-by: TPLin22 <tplin2@163.com>
2024-10-15 13:06:36 +08:00
..

Meta template

It is an example of how we organize the workspace of a competition. We expect all the competitions to align with it so the knowledge in modules (model, feature) can transfer.

The generation process of the initial template is hoped to be conducted by LLM (however, it is based on human efforts currently).