54 строки
1.2 KiB
YAML
54 строки
1.2 KiB
YAML
name: cameratraps-classifier
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channels:
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- pytorch
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- defaults
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- conda-forge
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dependencies:
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- python>=3.7, <=3.7.6
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# from pytorch channel
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- pytorch==1.9.0
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- torchvision==0.10.0
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# - cpuonly # for CPU only
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- cudatoolkit=11.3 # for GPU
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# from defaults channel
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- Pillow
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- humanfriendly
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- ipywidgets
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- jsonpickle # used by run_detector_batch.py
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- jupyterlab
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- matplotlib
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- mypy
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- nb_conda_kernels
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- networkx # used for taxonomy graph
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- numpy
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- openpyxl # used by taxonomy_mapping/species_by_dataset.py
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- pandas
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- progressbar2 # used by ai4eutils (which is called by taxonomy-mapping code)
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- pylint
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- python-graphviz # used for taxonomy visualization
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- scikit-learn
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- seaborn
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- tqdm
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- xlrd # for pandas Excel support, needed by taxonomy_mapping/process_species_by_dataset
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- pip
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# from conda-forge
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# faster Pillow replacement for torchvision; Linux-only, see README for information
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# - accimage
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# Some packages or versions are only available from PyPI
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# These may require GCC to be installed
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- pip:
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- azure-storage-blob> # require v12.5.0 for BlobClient.exists()
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# SIMD acceleration for Pillow. Linux-only, see README for information.
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# - pillow-simd
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# conda (defaults channel) tends to lag PyPI for TensorFlow-related packages
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- tensorboard
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