85 Pull requests merged by 8 people

• docs: update Wechat group QRcode

  #664 merged Mar 7, 2025

• fix: target json type & round

  #662 merged Mar 5, 2025

• fix: direct_exp_gen to json_target_type in DSExpGen class

  #661 merged Mar 5, 2025

• fix: fix ExtendedSettingsConfigDict does not work

  #660 merged Mar 5, 2025

• fix: refine component selecting

  #654 merged Mar 5, 2025

• feat: variable printing tool of data_science coder testing

  #658 merged Mar 5, 2025

• feat: add do_truncate control for the load function

  #656 merged Mar 4, 2025

• chore: scores.csv should not be rewritten

  #653 merged Feb 28, 2025

• docs: update Wechat group QR code

  #652 merged Feb 28, 2025

• feat: add type checker to api backend & align litellm and old backend

  #647 merged Feb 28, 2025

• docs: add guidelines for competition participation in prompts.yaml

  #651 merged Feb 28, 2025

• fix: workflow eval logic

  #650 merged Feb 27, 2025

• fix: fix some bugs (ensemble output, HPO, model tuning)

  #648 merged Feb 27, 2025

• feat: add eda to data science scenario

  #639 merged Feb 26, 2025

• feat: add max time config to costeer in data science

  #645 merged Feb 26, 2025

• fix: clarify cross validation

  #644 merged Feb 26, 2025

• fix: set default value for 'entry' parameter in Env.run method

  #643 merged Feb 26, 2025

• chore: sample unique labels

  #642 merged Feb 26, 2025

• fix: load code from file dict instead of folder

  #641 merged Feb 26, 2025

• fix: change ensemble metric calculation prompt's code tips

  #640 merged Feb 26, 2025

• fix: avoid try-except in ensemble eval prompts

  #637 merged Feb 25, 2025

• chore: ignore new numeric type

  #638 merged Feb 25, 2025

• fix: qlib and other scenario bugs

  #636 merged Feb 25, 2025

• fix: add ensemble test, change to "use cross-validation if possible" in workflow spec

  #634 merged Feb 24, 2025

• fix: fix a bug in initial tasks

  #635 merged Feb 24, 2025

• feat: make system prompt role customizable in LLM settings

  #632 merged Feb 22, 2025

• feat: improve the framework's ability to adaptively adjust the model

  #629 merged Feb 21, 2025

• feat: refine component choosing part

  #630 merged Feb 21, 2025

• feat: add output_path to load function of LoopBase

  #628 merged Feb 21, 2025

• fix: fix a bug in cross validation

  #618 merged Feb 20, 2025

• fix: fix some bugs in workflow unit test

  #624 merged Feb 20, 2025

• refactor: add run_ret_code method and update run method to use it

  #623 merged Feb 19, 2025

• fix: several bug fix including exp gen feature test and runner costeer

  #621 merged Feb 19, 2025

• fix: change ensemble test

  #622 merged Feb 19, 2025

• fix: move docker timeout message to __run()

  #620 merged Feb 19, 2025

• docs: update wechat group qr code

  #616 merged Feb 19, 2025

• fix: runnable on first complete & rename method to next_incomplete_co…

  #615 merged Feb 18, 2025

• fix: add a check for the name of ensemble's score in scores.csv

  #614 merged Feb 18, 2025

• fix: move next_component_required logic to DSTrace class and accurate implement

  #612 merged Feb 18, 2025

• fix: sota comparison logic

  #608 merged Feb 18, 2025

• fix: cannot get stdout when python test in container is timeout

  #613 merged Feb 18, 2025

• feat: add loop_n parameter to the main loop

  #611 merged Feb 18, 2025

• fix: restart small bug

  #609 merged Feb 18, 2025

• refactor: replace Evaluator with CoSTEEREvaluator in eva_utils.py

  #607 merged Feb 18, 2025

• fix: a small bug in exp_gen

  #606 merged Feb 17, 2025

• fix: fix some minor bugs and add AutoML & cross-validation

  #604 merged Feb 17, 2025

• chore: print head for txt files and shuffle when sample

  #603 merged Feb 17, 2025

• fix: docker error will trigger retry and data science runner loop set to 3

  #602 merged Feb 17, 2025

• refactor: refactor core framework to better propogate feedbacks

  #599 merged Feb 15, 2025

• chore: print txt info

  #600 merged Feb 14, 2025

• fix: auto continue small bug

  #598 merged Feb 14, 2025

• fix: fix a bug in proposal (add last loop's exception to last task desc)

  #596 merged Feb 14, 2025

• fix: small bugs in cache rerun

  #597 merged Feb 14, 2025

• fix: fix some bugs in the ensemble component

  #595 merged Feb 14, 2025

• feat: integrate azure deepseek r1

  #591 merged Feb 13, 2025

• fix: ensure expected type

  #594 merged Feb 13, 2025

• fix: ensure expected type

  #593 merged Feb 13, 2025

• feat(backend): integrate LiteLLM API Backend

  #564 merged Feb 13, 2025

• fix: fix a bug in threshold score display

  #592 merged Feb 13, 2025

• feat: add baseline score stat

  #590 merged Feb 12, 2025

• chore: sample group files by basename

  #589 merged Feb 12, 2025

• fix: sort file name for reproduction

  #588 merged Feb 12, 2025

• fix: handle valueError when resolving relative path for uri

  #585 merged Feb 12, 2025

• fix: bug runner as costeer when using static task

  #587 merged Feb 12, 2025

• chore: ignore score value

  #586 merged Feb 12, 2025

• fix: coder prompt & model test text

  #583 merged Feb 11, 2025

• feat: add feedback to workspace and ds runner base on costeer

  #582 merged Feb 11, 2025

• feat: summary and UI update

  #581 merged Feb 11, 2025

• fix: avoid length exception

  #580 merged Feb 11, 2025

• fix: handle invalid regex patterns in filter_progress_bar function

  #579 merged Feb 11, 2025

• fix: refine the code in hypo&task generating

  #578 merged Feb 10, 2025

• fix: fix the errors in the coder and evaluator of the five components

  #576 merged Feb 10, 2025

• feat: add the none check for data loader & feature output

  #577 merged Feb 10, 2025

• fix: score chart error catch

  #575 merged Feb 10, 2025

• fix: use file dictionaries for diff generation in feedback module

  #574 merged Feb 10, 2025

• fix: add retry mechanism for GPU device check in DockerEnv

  #573 merged Feb 10, 2025

• feat: add retry mechanism with wait_retry decorator and refactor diff…

  #572 merged Feb 9, 2025

• feat: refine the logic in feedback

  #571 merged Feb 8, 2025

• fix: test end text change

  #568 merged Feb 8, 2025

• docs: update Wechat QR code

  #570 merged Feb 8, 2025

• feat: diff mode fix

  #569 merged Feb 8, 2025

• fix: include data information in cache key generation

  #566 merged Feb 8, 2025

• fix: add scores.csv checking in ensemble_test

  #567 merged Feb 8, 2025

• chore: format check result

  #565 merged Feb 8, 2025

• chore: support multiple types in feature engineering

  #562 merged Feb 8, 2025

5 Pull requests opened by 3 people

• build(requirements): bump the prod group across 1 directory with 6 updates

  #601 opened Feb 17, 2025

• fix: fix a bug in the data preparation for the RANZCR competition

  #605 opened Feb 17, 2025

• chore: use raw description

  #633 opened Feb 24, 2025

• feat: test whether CV is effective

  #657 opened Mar 4, 2025

• feat: add rank into report

  #663 opened Mar 6, 2025

5 Issues closed by 3 people

• sqlite3.OperationalError: database is locked

  #659 closed Mar 7, 2025

• Connection error to docker image

  #422 closed Mar 5, 2025

• TypeError: FBWorkspace.execute() missing 2 required positional arguments: 'env' and 'entry'

  #631 closed Mar 1, 2025

• stock index missing in the qlib_data when running fin_factor

  #619 closed Feb 20, 2025

• Invalid Official WeChat Group Chat QR Code

  #549 closed Feb 9, 2025

2 Issues opened by 2 people

• Where should I place daily_pv.h5 file so that it can be found?

  #646 opened Feb 26, 2025

• Support structured return for LLM.

  #584 opened Feb 12, 2025

3 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• chore: change log object

  #553 commented on Mar 7, 2025 • 11 new comments

• chore(main): release 0.4.0

  #454 commented on Mar 5, 2025 • 0 new comments

• build(requirements): bump the prod group across 1 directory with 6 updates

  #519 commented on Mar 3, 2025 • 0 new comments