conda create -nkaggle python=3.8
conda activate kaggle
# for autogluon
pip3 install -U pip setuptools wheel
python3 -m pip install "mxnet_cu101<2.0.0, >=1.7.0" # auto install cudatoolkit
pip install -r requirements.txt -i"https://pypi.tuna.tsinghua.edu.cn/simple/"
pip install umap-learn[plot] # umap with plot
conda install -c rapidsai cudf