Files
NexQuant/rdagent/scenarios/data_mining/docker/Dockerfile
T
you-n-g c707a40073 Data mining (#103)
* scen

* scen2

* app

* fix

* Simplify workflow

* We can share more code in new scenarios

* rename model to rd loop

* Optimize data path

* Update rdagent/app/data_mining/model.py

* Add TODO

* Support GPU

* gpu

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Co-authored-by: SH-Src <suhan.c@outlook.com>
2024-07-24 16:56:27 +08:00

26 lines
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Docker

FROM pytorch/pytorch:latest
# For GPU support, please choose the proper tag from https://hub.docker.com/r/pytorch/pytorch/tags
RUN apt-get clean && apt-get update && apt-get install -y \
curl \
vim \
git \
build-essential \
&& rm -rf /var/lib/apt/lists/*
WORKDIR /workspace
RUN python -m pip install numpy
RUN python -m pip install --upgrade cython
# RUN python -m pip install -e .
RUN python -m pip install pandas
# RUN pip install pyg_lib torch_scatter torch_sparse torch_cluster -f https://data.pyg.org/whl/torch-2.3.0%2Bcu121.html
RUN pip install torch_geometric
RUN pip install ogb
RUN pip install networkx
RUN pip install scikit-learn
RUN pip install catboost
RUN pip install xgboost
RUN pip install sparse