* custom data
* fix: simplify competition check and log local description file
* no sample data
* feat: add test evaluation module with error handling support
* fix: update eval path to use eval_sub_dir and add valid_check TODO
* refactor: add MLETestEval check to conditionally run grading steps
* avoid blank stdout
* valid in testeval
* rename test.csv to avoid conflict
* Support Disabling sample submission
* refactoring
* fix: remove DS_KAGGLE_DATA and update prompt instructions
* add try for grade
* ignore submission
* fix: remove tee from eval command and warn about pipeline exit code detection
* optional to use raw description
* support old data
* add execution result to stdout
* add metric to raw description
* custom data explain
* add debug_path
* rst update
---------
Co-authored-by: Young <afe.young@gmail.com>
* fix: return first index if 'SOTA Exp Score (valid)' is empty
* feat: add get_state_data_range helper for loops and slider bounds
* fix: exclude batch embedding tag from log filtering
* feat: add feedback support in sota_experiment and adjust merge flow
* fix: use fb function for merging experiments
* style: remove extra whitespace and reformat code
* using model in the chat_model_map in one tag
* add replace timer to DS loop
* fix CI
* fix CI
* add more custom config in chat_model_map
* fix CI
* fix CI
* fix CI
---------
Co-authored-by: Xu Yang <xuyang1@microsoft.com>
* update all code
* update all code
* dump knowledge base
* rename the tag
* add timer to RD-Agent
* fix CI
* fix CI
* use batch embedding
* fix a small bug
* fix prompt bug
* feat: add pause resume to handle K8S cluster pause (#804)
* add resume to cluster running
* fix non-pickle problem
* fix a small bug
* fix a small bug
* avoid shutil move error
* refine the logic
* move knowledge base out of session
* avoid mistake information to pipeline coding
* avoid load and dump in steps
* archive the right folder
* small improvement
* avoid restart when timer is already started
* fix CI
---------
Co-authored-by: Xu Yang <xuyang1@microsoft.com>
---------
Co-authored-by: Xu Yang <peteryang@vip.qq.com>
Co-authored-by: Xu Yang <xuyang1@microsoft.com>
Co-authored-by: Xu <v-xuminrui@microsoft.com>
* refactor: use dynamic input path and update template loader
* fix: update include syntax for data source in prompts.yaml
* add customization path
* docs: update prompts for ensemble scoring and metric direction
* chore: remove obsolete data_science/share.yaml file
* style: Simplify language and improve clarity in prompts and share.yaml
* style: Update prompt wording for clarity in raw_data_loader
* style: Simplify conditional logic in task_gen system prompt
* refactor: Update prompts and proposal for component output format handling
* fix: Correct grammar and add clarification in prompts.yaml
* feat: Include coding guidelines in data science component prompts
* lint
* feat: add DocDev for auto-generating workspace documentation
* fix: update markdown instructions in tpl.yaml
* feat: add enable_doc_dev flag and conditionally call DocDev
* refactor: update T import and prompt keys for DocDev
* fix: update include path for MarkdownOut template
* fix: update file search, README injection, and brief prompt text
* docs: update prompt to only introduce models
* lint
* 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
you-n-g