* init trail
* Add spec info
* auto unzip mlebench prepared data for out scenario
* successfully run example
* successfully run main
* simplify load traing
* extract load_from_raw_data
* split the fies(still buggy)
It should stop on ~20 epoch and reach the end
* some changes
* Fix bug to run example
* (success) until feature
* refine model and ensemble
* add metrics in ens.py
* update README & spec.md
* ens change
* fix ens bug
* Delete rdagent/scenarios/kaggle/tpl_ex/aerial-cactus-identification/train.py
* add template_path in KG_conf
* fix test kaggle
* CI
* make test_import not check kaggle template codes
---------
Co-authored-by: Bowen Xian <xianbowen@outlook.com>
* copy init version
* feat: new-york-city-taxi-fare-prediction_template
* add move to linear model
* Add more details about docker
* auto lint
* auto lint with new black
* initial version
* test requirements
* fix bugs
* fix bugs
* add annotation
* fix ruff error
* fix CI
* fix CI
* fix CI
* fix CI
* change random usage
* move cache_seed_gen to core/utils.py
* fix CI
* change cache_seed_gen name
---------
Co-authored-by: Young <afe.young@gmail.com>
* fix mypy error
* fix mypy error
* fix ruff error
* change command
* delete python 3.8&3.9 from CI
* change command
* Some modifications according to the comments
* Add literal type
* Update .github/workflows/ci.yml
* Some modifications according to the comments
* fix ruff error
* fix meta dict
* Fix type
* Some modifications according to the comments
* merge latest code
* Some modifications according to the comments
* Some modifications according to the comments
* fix ci error
* fix ruff error
* Update Makefile
* Update Makefile
---------
Co-authored-by: Ubuntu <debug@debug.qjtqi00gqezu1eqs55bqdrf51f.px.internal.cloudapp.net>
Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: you-n-g <you-n-g@users.noreply.github.com>
* ignore result csv file
* fix app scripts
* rename taskgenerator to developer and generate to develop
* fix a config bug in coder
* fix a small bug in factor coder evaluators
* remove a single logger in factor coder evaluators
* fix a small bug in model coder main.py
* rename Implementation to Workspace
* move the prepare the inject_code into FBWorkspace to align all the behavior
* fix a small bug in model feedback
* remove debug lines for multi processing and simplify evaluators multi proc
* add a copy function to workspace to freeze the workspace && add config prefix to speed up debugging
* make hypothesisgen a abc class
* use Qlib***Experiment
* fix a small bug
* rename Imp to Ws
* rename sub_implementations to sub_workspace_list
* fix a bug in feedback not presented as content in prompts
* move proposal pys to proposal folder
* reformat the folder
* align factor and model qlib workspace and use template to handle the workspace
* add a filter to evoagent to filter out false evo
* align multi_proc_n into RDAGENT seeting
* handle when runner gets empty experiment
* fix logger merge remaining problems
* fix black and isort automatically
* use CoSTEER as component name
* rename factorimplementation to avoid confusion
* rename modelimplementation
* align benchmark and evolving evaluators
* add scenario to evaluator init function
* rename all factorimplementationknowledge in CoSTEER
* remove all scenario related information in component
* remove useless code
---------
Co-authored-by: xuyang1 <xuyang1@microsoft.com>
* Initial framework for docker env
* Update test name
* add features
* Download Qlib data with extra_volume
* fix pytest error
* Fix the parameters
---------
Co-authored-by: Young <afe.young@gmail.com>
* Commit init framework
* Co-authored-by: Yuante Li (FESCO Adecco Human Resources) <v-yuanteli@microsoft.com>
Co-authored-by: XianBW <XianBW@users.noreply.github.com>
* add an import
* refine the whole framework
* benchmark related framework
* fix black and isort errors
* move requirements to folder
* fix black again
---------
Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: xuyang1 <xuyang1@microsoft.com>
you-n-g