* feat: add model dump flag and multi-evaluator support
* tmp code
* refactor: update evaluator feedback and FBWorkspace types
* feat: add get_clear_ws_cmd and CPU count in Docker environment
* feat: Add model dump check level and enhance evaluator functionality
fix data type bug
* fix: Ensure required files exist before model dump evaluation
* refactor: streamline prompt and file checks in model dump evaluation
* fix: add assertions and reorder file reads in model dump evaluator
* feat: remove EDA part from evaluation output
* docs: update dump_model guidelines and eval prompt to include template
* style: reformat multiline dicts and lists in conf and eval files
* fix: add DOTALL flag to EDA removal regex
* rebase selection code
* bug-free run: checkpoint selection and dynamic EDA loading
* add prototypes of various selectors, to imp. and test later
* fix EDA write bug
* move selector to from proposal.py tp seletc.py
* auto lint
* fix line-too-long typos
* aligh the design of "selection", rm extra instance check
* make auto-lint
* add non-trival selector: SOTAjump
* ui changes
* add ours vs medal threshold
* add success loop statistic of components
* show times info
* UI updates
* summary selected
* change colors
* fix CI
* add stat hours param for `mle_summary.py --summary` command
* add 24h summary button
* fix CI
* add logger info for dockerEnv/condaEnv running time
* cache function
* fix test
* bin cache
* fix test
* fix test
* fix test
* cache for different source
* cache for localenv
* remove unnecessary log
* reformat
* remove unrelated modify
* init commit
* limit problem numbers
* ensemble lower case
* add runtime and spec to coder
* submission check notice
* sub EDA in sample execution
* avoid lightgbm
* add time limit to scenario
* rephrase the submission check
* give positive feedback when facing warning in check
* ENABLE FEEDBACK
* fix feedback bug
---------
Co-authored-by: Xu Yang <peteryang@vip.qq.com>
* first framework commit
* idea proposal v2
Co-authored-by: Roland Minrui <RolandMinrui@users.noreply.github.com>
* fix a small bug in v1
* fix a small bug
* add problem to DShypothesis
* use exp gen as unified interface
* merge yuante's code into pr
* fix a small bug in draft
* update all minrui's code
* small update
* fix small bug & remove useless code
* fix return type
* fix CI
---------
Co-authored-by: Xu Yang <peteryang@vip.qq.com>
Co-authored-by: Roland Minrui <RolandMinrui@users.noreply.github.com>
Co-authored-by: Xu <v-xuminrui@microsoft.com>
Co-authored-by: Xu Yang <xuyang1@microsoft.com>
* docs: Update prompts and descriptions for data science components
* chore: Remove outdated comments from conf.py
* feat: Add metric_name attribute to DataScienceScen class
* style: Update description in prompts.yaml and reorder metric_name init
* docs: Update prompts.yaml with feature engineering guidelines
* feat: Track and log accumulated completion cost in LiteLLMAPIBackend
* refactor: Use variable for retry count and update import formatting
* lint
* fix: Allow chat_max_tokens to be None in LLMSettings
* feat: Add logging for LiteLLM settings and finish reason in cost calculation
* update metric_name
* fix some bugs
* add an evaluation in workflow
* add an evalution in runner
* fix ci
* test change
* fix CI
---------
Co-authored-by: TPLin22 <tplin2@163.com>
Co-authored-by: yuanteli <1957922024@qq.com>
* feat: Add spec_enabled configuration for data science settings
* make spec alternative
* change spec logic in exp_gen
* remove some general texts
* align
---------
Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: yuanteli <1957922024@qq.com>
* docs: add contributing guidelines for RD-Agent
* docs: update contributing guide to include CI checks before pull requests and refrer to it in the home page README
you-n-g