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feat: refactor for general data science #498

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feat: refactor for general data science #498

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@you-n-g you-n-g commented Nov 26, 2024 •
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Description

Motivation and Context

How Has This Been Tested?

  • Pass the test by running: pytest qlib/tests/test_all_pipeline.py under upper directory of qlib.
  • If you are adding a new feature, test on your own test scripts.

Screenshots of Test Results (if appropriate):

  1. Pipeline test:
  2. Your own tests:

Types of changes

  • Fix bugs
  • Add new feature
  • Update documentation

📚 Documentation preview 📚: https://RDAgent--498.org.readthedocs.build/en/498/

@you-n-g you-n-g marked this pull request as draft November 26, 2024 10:00
@you-n-g you-n-g changed the title feat: DS refactor feat: refactor for general data science Nov 27, 2024
XianBW and others added 30 commits December 23, 2024 13:16
@XianBW
remove some properties in ModelTask, add model_type in it.
39abb25
@XianBW
fix llm app bug
a6505d1
@XianBW
llm web app bug fix
87dea18
@XianBW
ds loop bug fix
d2d88d9
@XianBW
fix: give component code to feature&ens eval
e8c2d6c
@XianBW
loop catch error bug
0722d77
@XianBW
rename load_from_raw_data to load_data
b53e03e
@you-n-g
feat: Add debug data creation functionality for data science scenarios
01ad2e9
@qew21
support local folder (#511)
db1455b 
* support local folder

* remove unnecessary random

* KaggleScen Subclass

* small fix

* use template for style description

* update default scen to kaggle
@qew21
update sample data script
12a27ec
@qew21
make sure frac < 1
de2825f
@WinstonLiyt
fix a bug
9a4ba5f
@XianBW
feature spec changes
75b40d8
@XianBW
Merge branch 'ds_refactor' of github.com:microsoft/RD-Agent into ds_r…
84f0fb8 
…efactor
@XianBW
fix
e8f2410
@qew21
changeimport order
418c2ce
@WinstonLiyt
clear unnecessary std outputs
fe10da7
@WinstonLiyt
fix a typo
a4e3ced
@qew21
create sample folder after unzip kaggle data
e009fd7
@XianBW
feature/model test script update
36d26ee
@WinstonLiyt
Align the data types across modules.
08df71a
@WinstonLiyt
fix a bug in model eval
c02fd79
@XianBW
show line number
d3e3f60
@qew21
move sample entry point to app
fa21c04
@XianBW
spec & model prompt changes
6682711
@WinstonLiyt
Refine the competition specification to address the data type problem…
f8113b2 
… and the coherence issue.
@WinstonLiyt
fix some bugs
36b4191
@XianBW
add file filter in FBworkspace.code property
34aa750
@qew21
support non-binary prediction
d30ff40
@qew21
avoid too much warnings
72bfa90
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7 participants
@you-n-g @XianBW @WinstonLiyt @TPLin22 @peteryang1 @qew21 @xisen-w