mirror of
https://github.com/NicolasBohn/NexQuant.git
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Tim
6f9843a7df
* 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>
51 lines
1.4 KiB
ReStructuredText
51 lines
1.4 KiB
ReStructuredText
=========================
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Scenarios
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=========================
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Scenario lists
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=========================
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In the two key areas of data-driven scenarios, model implementation and data building, our system aims to serve two main roles: 🦾copilot and 🤖agent.
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- The 🦾copilot follows human instructions to automate repetitive tasks.
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- The 🤖agent, being more autonomous, actively proposes ideas for better results in the future.
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The supported scenarios are listed below:
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.. list-table::
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:header-rows: 1
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* - Scenario/Target
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- Model Implementation
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- Data Building
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* - 💹 Finance
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- :ref:`🤖Iteratively Proposing Ideas & Evolving <model_agent_fin>`
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- :ref:`🦾Auto reports reading & implementation <data_copilot_fin>`
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:ref:`🤖Iteratively Proposing Ideas & Evolving <data_agent_fin>`
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* - 🩺 Medical
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- :ref:`🤖Iteratively Proposing Ideas & Evolving <model_agent_med>`
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-
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* - 🏭 General
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- :ref:`🦾Auto paper reading & implementation <model_copilot_general>`
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:ref:`🤖Auto Kaggle Model Tuning <kaggle_agent>`
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- :ref:`🤖Auto Kaggle feature Engineering <kaggle_agent>`
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.. toctree::
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:maxdepth: 1
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:caption: Doctree:
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:hidden:
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data_agent_fin
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data_copilot_fin
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model_agent_fin
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model_agent_med
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model_copilot_general
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kaggle_agent
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data_science
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