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dvc.lock

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+schema: '2.0'
+stages:
+  fastrun:
+    cmd: make fastrun
+  pull:
+    cmd: dvc pull
+  train:
+    cmd: make  train
+  eval:
+    cmd: make eval
+  inference:
+    cmd: make inference
+  test:
+    cmd: make test

requirements.txt

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+# --------- pytorch --------- #
+timm==1.0.11
+torch==2.5.0
+torchvision==0.20.0
+lightning==2.4.0
+torchmetrics==1.4.1
+tensorboard==2.17.1
+tensorboardX==2.6.2.2
+
+# --------- hydra --------- #
+hydra-core==1.2.0
+hydra-colorlog==1.2.0
+# hydra-optuna-sweeper==1.2.0
+
+# --------- loggers --------- #
+# wandb
+# neptune-client
+# mlflow
+# comet-ml
+
+# --------- others --------- #
+pyrootutils     # standardizing the project root setup
+# pre-commit      # hooks for applying linters on commit
+rich            # beautiful text formatting in terminal
+# pytest          # tests
+# sh            # for running bash commands in some tests (linux/macos only)
+
+# --------- deployment --------- #
+gradio==4.44.1
+
+# ---------- pytest ------------- #
+pytest==8.3.3 
+pytest-cov==5.0.0
+
+kaggle
+rootutils
+loguru
+scikit-image==0.22.0
+scikit-learn==1.3.1
+hydra-optuna-sweeper==1.2.0
+optuna==2.10.1
+hydra-joblib-launcher==1.2.0
+joblib==1.3.2
+dvc==3.55.2
+dvc-data==3.16.6
+dvc-gdrive==3.0.1
+dvc-http==2.32.0
+dvc-objects==5.1.0
+dvc-render==1.0.2
+dvc-s3==3.2.0
+dvc-studio-client==0.21.0
+dvc-task==0.40.1