Add readme & enviroments requirements.txt

requirements.txt

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+# EdgeNeXt + Optuna HPO on Naruto Sign — pinned-ish minimums.
+# Use a Python 3.10–3.12 env (PyTorch wheels are not yet built for 3.14).
+torch>=2.2
+torchvision>=0.17
+timm>=1.0.7            # EdgeNeXt weights + Mixup/SoftTargetCrossEntropy
+optuna>=4.5           # AutoSampler / multi-objective / pruners
+optunahub>=0.2        # AutoSampler lives here (load_module("samplers/auto_sampler"))
+umap-learn>=0.5.5
+scikit-learn>=1.3
+hdbscan>=0.8.33       # optional, density clustering on UMAP mid-dim
+matplotlib>=3.7
+numpy>=1.24
+pillow>=10.0
+pandas>=2.0
+kagglehub>=0.3        # optional, dataset download
+plotly>=5.18          # optional, optuna.visualization interactive plots