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requirements.txt
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requirements.txt
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# ----------- PyTorch ---------- #
--extra-index-url https://download.pytorch.org/whl/cu118
torch==2.0.0
torchaudio==2.0.1
torchvision==0.15.1
torchinfo==1.8.0
lightning==2.0.3
# DeepXDE>=1.8.4
# ----------- JAX -----------#
--find-links https://storage.googleapis.com/jax-releases/jax_cuda_releases.html
jax[cuda12_local]==0.4.13
# --------- hydra ----------- #
hydra-core>=1.3.2
hydra-colorlog>=1.2.0
hydra-optuna-sweeper>=1.2.0
# --------- loggers --------- #
# wandb>=0.15.4
# neptune-client
# mlflow>=2.4.1
# comet-ml>=3.33.4
# tensorboard>=2.13.0
# --------- others --------- #
matplotlib>=3.7.1 # plotting figures
# visdom # plotting figures(made in facebook)
imageio>=2.31.1 # reading and writing images
imageio-ffmpeg>=0.4.8 # ffmpeg wrapper for python
pyrootutils # standardizing the project root setup
pre-commit>=3.3.3 # hooks for applying linters on commit
rich>=13.4.2 # beautiful text formatting in terminal
pytest>=7.3.1 # tests
# sh # for running bash commands in some tests (linux/macos only)
tqdm>=4.65.0
# --------- notebooks --------#
jupyter>=1.0.0
notebook>=6.4.10
ipykernel>=6.23.1
ipywidgets>=8.0.6
# ----- version control ------#
dvc==3.0.0