feat: add collect info (#233)

* add collect info

* fix isort error

* optimize code

* fix black error

* Update rdagent/app/cli.py

* Modify the code according to the comments

* fix isort error

* add docker info

* docs: update contributors (#230)

* fix: package dependency. (#234)

* fix package

* fix lint

* docs: Update development.rst (#235)

* feat: add cross validation for kaggle scenario (#236)

* update cross validation for kaggle scenario

* CI Issues

* delete useless file

* CI issues

* docs: Update README.md (#245)

* docs: refine the README (#244)

* init a scenario for kaggle feature engineering

* update the readme

* Delete rdagent/app/kaggle_feature/conf.py

* update some pictures

* Delete rdagent/app/kaggle_feature/model.py

* change a photo

* add pics to docs

* update the readme

* update the README

* for a try

* for another try

* change the style of the pictures in readme

* fix a small bug

* update the readme and the docs

* update the docs

* fix a typo

* change a website url

* change some styles

* fix a typo

* change the size of the logo

* change two urls

* Update README.md

* Update README.md

* Update README.md

* Update README.md

---------

Co-authored-by: Linlang <Lv.Linlang@hotmail.com>

* move the component to other files

* last container

* optimize rdagent info

* format with isort

* format with black

* format_with_black

* fix pip error

* format with isort

* change requirements

* fix pip error

* fix_pip_error

* fix pip error

* format with black

* fix pip error

---------

Co-authored-by: you-n-g <you-n-g@users.noreply.github.com>
Co-authored-by: Haotian Chen <113661982+Hytn@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 <104308117+WinstonLiyt@users.noreply.github.com>
Co-authored-by: Young <afe.young@gmail.com>

.github/ISSUE_TEMPLATE/bug-report.md

@@ -27,11 +27,24 @@ Steps to reproduce the behavior:
 <!-- A screenshot of the error message or anything shouldn't appear-->
 
 ## Environment
-<!-- TODO: We may provide a more automatic way to get the information -->
- - RD-Agent version:
+
+**Note**: Users can run `rdagent collect_info` to get system information and paste it directly here.
+
+ - Name of current operating system:
+ - Processor architecture:
+ - System, version, and hardware information:
+ - Version number of the system:
  - Python version:
- - OS: Linux
- - Commit number (optional, please provide it if you are using the dev version):
+ - Container ID:
+ - Container Name:
+ - Container Status:
+ - Image ID used by the container:
+ - Image tag used by the container:
+ - Container port mapping:
+ - Container Label:
+ - Startup Commands:
+ - RD-Agent version:
+ - Package version:
 
 ## Additional Notes