From a7ec1485a7f0ea457f18e176a6dd06f233017d87 Mon Sep 17 00:00:00 2001 From: Haoran Pan <167847254+TPLin22@users.noreply.github.com> Date: Sat, 26 Oct 2024 00:03:59 +0800 Subject: [PATCH] docs: improve kaggle scenario description (#455) * add docs * add docs * add docs for roadmap & guide * edit roapmap format * edit design image --- docs/scens/kaggle_agent.rst | 137 +++++++++++++++++++++++++++-------- docs/scens/kaggle_design.png | Bin 0 -> 155555 bytes docs/ui.rst | 1 + 3 files changed, 107 insertions(+), 31 deletions(-) create mode 100644 docs/scens/kaggle_design.png diff --git a/docs/scens/kaggle_agent.rst b/docs/scens/kaggle_agent.rst index ddb294f4..272b2055 100644 --- a/docs/scens/kaggle_agent.rst +++ b/docs/scens/kaggle_agent.rst @@ -7,6 +7,13 @@ Kaggle Agent **πŸ€– Automated Feature Engineering & Model Tuning Evolution** ------------------------------------------------------------------------------------------ +🎨 Design +~~~~~~~~~~~ + +.. image:: kaggle_design.png + :alt: Design of Kaggle Agent + :align: center + πŸ“– Background ~~~~~~~~~~~~~~ In the landscape of data science competitions, Kaggle serves as the ultimate arena where data enthusiasts harness the power of algorithms to tackle real-world challenges. @@ -89,7 +96,105 @@ You can try our demo by running the following command: .. code-block:: sh - python3 rdagent/app/kaggle/loop.py --competition [your competition name] + rdagent kaggle --competition [your competition name] + + The `competition name` parameter must match the name used with the API on the Kaggle platform. + + +πŸ“‹ Competition List Available +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + ++-----------------------------------+------------------+-----------+-------------------------------+ +| **Competition Name** | **Task** | **Modal** | **ID** | ++===================================+==================+===========+===============================+ +| Media Campaign Cost Dataset | Regression | Tabular | playground-series-s3e11 | ++-----------------------------------+------------------+-----------+-------------------------------+ +| Wild Blueberry Yield Dataset | Regression | Tabular | playground-series-s3e14 | ++-----------------------------------+------------------+-----------+-------------------------------+ +| Crab Age Dataset | Regression | Tabular | playground-series-s3e16 | ++-----------------------------------+------------------+-----------+-------------------------------+ +| Flood Prediction Dataset | Regression | Tabular | playground-series-s4e5 | ++-----------------------------------+------------------+-----------+-------------------------------+ +| Used Car Prices Dataset | Regression | Tabular | playground-series-s4e9 | ++-----------------------------------+------------------+-----------+-------------------------------+ +| Cirrhosis Outcomes Dataset | Multi-Class | Tabular | playground-series-s3e26 | ++-----------------------------------+------------------+-----------+-------------------------------+ +| San Francisco Crime Classification| Multi-Class | Tabular | sf-crime | ++-----------------------------------+------------------+-----------+-------------------------------+ +| Poisonous Mushrooms Dataset | Classification | Tabular | playground-series-s4e8 | ++-----------------------------------+------------------+-----------+-------------------------------+ +| Spaceship Titanic | Classification | Tabular | spaceship-titanic | ++-----------------------------------+------------------+-----------+-------------------------------+ +| Forest Cover Type Prediction | Classification | Tabular | forest-cover-type-prediction | ++-----------------------------------+------------------+-----------+-------------------------------+ +| Digit Recognizer | Classification | Image | digit-recognizer | ++-----------------------------------+------------------+-----------+-------------------------------+ +| To be continued ... | ++-----------------------------------+------------------+-----------+-------------------------------+ + + + +🧭 Example Guide: Running a Specific Experiment +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +**Example Competition Name**: San Francisco Crime Classification (sf-crime) + +- πŸ”§ **Set up RD-Agent Environment** + +- πŸ“₯ **Download Competition Data (Optional)** + + - If web information and data are not prepared locally, the RD-Agent loop will automatically download them at startup. + + - In this case, you need to configure the Kaggle API yourself, agree to the competition rules on the Kaggle page, and configure `chromedriver` for Selenium. + + - Alternatively, you can manually place the dataset in the specified location in advance. + + +- πŸš€ **Run the Application** + + - You can directly run the application by using the following command: + + .. code-block:: sh + + rdagent kaggle --competition sf-crime + +- πŸ“€ **Submit the Result Automatically or Manually** + + - If Auto: You need to configure the Kaggle API, agree to the competition rules on the page, and set `KG_AUTO_SUBMIT=true`. + + - Else: You can download the prediction results from the UI interface and submit them manually. For more details, refer to the :doc:`UI guide <../ui>`. + +For more information about Kaggle API Settings, refer to the `Kaggle API `_. + +🎯 Roadmap +~~~~~~~~~~~ + +**Completed:** + +- **Kaggle Project Schema Design** βœ… + +- **RD-Agent Integration with kaggle schema** βœ… + +**Ongoing:** + +- **Template auto generation** + +- **Bench Optimization** + + - **Online Bench** + + - **RealMLBench** + + - Ongoing integration + + - Auto online submission + + - Batch Evaluation + + - **Offline Bench** + + - MLE-Bench + πŸ› οΈ Usage of modules ~~~~~~~~~~~~~~~~~~~~~ @@ -110,34 +215,4 @@ The following environment variables can be set in the `.env` file to customize t :exclude-members: Config, fail_task_trial_limit, v1_query_former_trace_limit, v1_query_similar_success_limit, v2_query_component_limit, v2_query_error_limit, v2_query_former_trace_limit, v2_error_summary, v2_knowledge_sampler, v2_add_fail_attempt_to_latest_successful_execution :no-index: -πŸ“‹ Competition List Available -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - -+-----------------------------------+------------------+-----------+-------------------------------+ -| **Competition Name** | **Task** | **Modal** | **ID** | -+===================================+==================+===========+===============================+ -| Media Campaign Cost Dataset | Regression | Tabular | playground-series-s3e11 | -+-----------------------------------+------------------+-----------+-------------------------------+ -| Wild Blueberry Yield Dataset | Regression | Tabular | playground-series-s3e14 | -+-----------------------------------+------------------+-----------+-------------------------------+ -| Crab Age Dataset | Regression | Tabular | playground-series-s3e16 | -+-----------------------------------+------------------+-----------+-------------------------------+ -| Flood Prediction Dataset | Regression | Tabular | playground-series-s4e5 | -+-----------------------------------+------------------+-----------+-------------------------------+ -| Used Car Prices | Regression | Tabular | playground-series-s4e9 | -+-----------------------------------+------------------+-----------+-------------------------------+ -| Cirrhosis Outcomes | Multi-Class | Tabular | playground-series-s3e26 | -+-----------------------------------+------------------+-----------+-------------------------------+ -| San Francisco Crime Classification| Multi-Class | Tabular | sf-crime | -+-----------------------------------+------------------+-----------+-------------------------------+ -| Poisonous Mushrooms | Classification | Tabular | playground-series-s4e8 | -+-----------------------------------+------------------+-----------+-------------------------------+ -| Spaceship Titanic | Classification | Tabular | spaceship-titanic | -+-----------------------------------+------------------+-----------+-------------------------------+ -| Forest Cover Type Prediction | Classification | Tabular | forest-cover-type-prediction | -+-----------------------------------+------------------+-----------+-------------------------------+ -| Digit Recognizer | Classification | Image | digit-recognizer | -+-----------------------------------+------------------+-----------+-------------------------------+ -| To be continued ... | -+-----------------------------------+------------------+-----------+-------------------------------+ diff --git a/docs/scens/kaggle_design.png b/docs/scens/kaggle_design.png new file mode 100644 index 0000000000000000000000000000000000000000..a8c618e6d8180e3b90a8ace7e66440f739c256e4 GIT binary patch literal 155555 zcmeFZXH->Lw=KF&WtmG$MM*}KjEaDOfT0ip$vLYCN=Bk&%PbNkOAthImYl%|!j_z~ z3R^NL5+vU~wZ3=GdH0=r&w20td96KL``TB+cI~z19CM65dhcUBl$Vv*w4Q!Fg+kdR zdHyd&3T3qp{x|viZ}>^^q>ByyZ-up@#2HFzHRB-uvij<2nbQy_Cd_#An%RyUtYN`C2z{*?CKCd6^y+_YJWPA3*1?i*I zp+l0N6uFIz^J%`ZIvfoJ8V}kpb9Zf%snuqmVX0!#eysgF?`_K!_VPP5?#wPKe30{s 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b/docs/ui.rst @@ -38,6 +38,7 @@ Use Web App - Qlib Factor - Data Mining - Model from Paper + - Kaggle 3. Click the `Configβš™οΈ` button and input the log path (if you set the log_dir parameter, you can select a log_path in the dropdown list).