RD-Agent

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through our open source R&D automation tool RD-Agent, which lets AI drive data-driven AI.

MIT License

Downloads

502

Stars

910

Committers

View Code on GitHub Visit Website View on X

Ecosystems: TypeScript, Playwright, Windows, Windows UI Library (WinUI), VS Code Extension

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RD-Agent - v0.2.1 Latest Release

Published by you-n-g about 1 month ago

0.2.1 (2024-09-10)

Bug Fixes

default model value in config (#256) (c097585)
fix_dotenv_error (#257) (923063c)
readme (#248) (8cede22)

RD-Agent - v0.2.0

Published by you-n-g about 1 month ago

0.2.0 (2024-09-07)

Features

add collect info (#233) (89f4af9)
add cross validation for kaggle scenario (#236) (e0b03ba)
add progress status for docker env (#215) (538d4ef)
Added loop code for Kaggle scene. (#211) (975c327)
Demo display effect and usage (#162) (8cf122a)
piloting of the framework (#227) (e9b103e)
support more models for kaggle scenario (#223) (e3a9659)
update model_experiment.py to support basic EDA (#220) (bf2684c)

Bug Fixes

fix some bugs in llm calling (#217) (7b010f8)
package dependency. (#234) (46be295)
remove useless line (#177) (64e9a8e)

RD-Agent - v0.1.0

Published by you-n-g 2 months ago

0.1.0 (2024-08-09)

Features

add entry for rdagent. (#187) (121b6d9)
change ui entry (#197) (fa5d335)
remove pdfs and enable online pdf readings (#183) (18c0501)

Bug Fixes

Fix a fail href in readme (#189) (1b89218)
fix quick start problem (#191) (44f61bf)
update command line in readme.md (#192) (9c45d24)

RD-Agent - v0.0.1

Published by you-n-g 2 months ago

0.0.1 (2024-08-08)

Features

Add description for scenario experiments. (#174) (fbd8c6d)
Added QlibFactorFromReportScenario and improved the report-factor loop. (#161) (882c79b)
filter feature which is high correlation to former implemented features (#145) (e818326)
Remove redundant 'key steps' section in frontend scene display. (#169) (e767005)
streamlit webapp demo for different scenarios (#135) (d8da7db)
Uploaded Documentation, Updated Prompts & Some Code for model demo (#144) (529f935)

Bug Fixes

Add framework handling for task coding failure. (#176) (5e14fa5)
Comprehensive update to factor extraction. (#143) (b5ea040)
first round app folder cleaning (#166) (6a5a750)
fix pickle problem (#140) (7ee4258)
fix release CI (#165) (85d6a5e)
fix release CI error (#160) (1c9f8ef)
fix several bugs in data mining scenario (#147) (b233380)
fix some small bugs in report-factor loop (#152) (a79f9f9)
fix_release_ci_error (#150) (4f82e99)
Fixed some bugs introduced during refactoring. (#167) (f8f1445)
optimize some prompts in factor loop. (#158) (c2c1330)

Miscellaneous Chores

release 0.0.1 (1feacd3)

Package Rankings

Top 34.86% on Pypi.org

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