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Xu Yang 6b626eb56d New Framework for idea proposal and implementation on RD-Agent (#34 )

* 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>

2024-06-28 11:45:23 +08:00

eval.py

New Framework for idea proposal and implementation on RD-Agent (#34 )

2024-06-28 11:45:23 +08:00

README.md

example workflow code for model implementation (#17 )

2024-06-21 16:41:34 +08:00

README.md

Preparation

Install Pytorch

CPU CUDA will be enough for verify the implementation

Please install pytorch based on your system. Here is an example on my system

pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
pip3 install torch_geometric

Tasks

Task Extraction

From paper to task.

python rdagent/app/model_implementation/task_extraction.py
# It may based on rdagent/document_reader/document_reader.py

Complete workflow

From paper to implementation

# Similar to
# rdagent/app/factor_extraction_and_implementation/factor_extract_and_implement.py

Paper benchmark

python rdagent/app/model_implementation/eval.py

TODO:
- Is evaluation reasonable

README.md

Preparation

Install Pytorch

Tasks

Task Extraction

Complete workflow

Paper benchmark

Evolving