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install conda
- create conda environment
conda create -n learn python=3.9
- activate the conda environment
conda activate learn
- create conda environment
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install pytorch (https://pytorch.org/get-started/locally/)
without gpu:
conda install pytorch torchvision torchaudio cpuonly -c pytorch
or with gpu:
conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch
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install pandas
conda install pandas
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install tensorboard
pip install tensorboard
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(segmentation) install albumentation
conda install -c conda-forge imgaug
conda install -c conda-forge albumentations
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(seq2seq) install spacy
pip install -U spacy
python -m spacy download en_core_web_sm
python -m spacy download de_core_news_sm
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(seq2seq) install torchtext and torch-data
conda install -c pytorch torchtext torchdata
conda install portalocker
https://drive.google.com/drive/folders/1feL5X6epYQiGaT-dHpgV7yWU7_ZthVVI?usp=sharing