pre-refactor 041426

2026-04-14 19:42:16 +02:00
parent eb9eafe715
commit 13290575d5
75 changed files with 8900 additions and 77 deletions
@@ -0,0 +1,64 @@
+#!/usr/bin/env bash
+# ============================================================
+# HyperTower environment setup script.
+#
+# Installs all required packages for the v3 pipeline.
+# PyTorch is installed CPU-only by default.
+#
+# To upgrade to GPU after running this script:
+#   NVIDIA (CUDA 12.8):
+#     pip install torch torchvision --index-url https://download.pytorch.org/whl/cu128
+#   AMD (ROCm 6.2):
+#     pip install torch torchvision --index-url https://download.pytorch.org/whl/rocm6.2
+#
+# Usage:
+#   bash setup_env.sh
+# ============================================================
+
+set -e
+
+echo "=== HyperTower environment setup ==="
+echo "Installing CPU-only PyTorch (upgrade separately for GPU)"
+echo ""
+
+# ── PyTorch (CPU) ─────────────────────────────────────────────
+pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
+
+# ── Core data science ─────────────────────────────────────────
+pip install \
+    numpy \
+    pandas \
+    scikit-learn \
+    scipy
+
+# ── Image processing ──────────────────────────────────────────
+pip install \
+    Pillow \
+    scikit-image
+
+# ── Visualisation ─────────────────────────────────────────────
+pip install \
+    matplotlib
+
+# ── Distributed job system ────────────────────────────────────
+pip install \
+    fastapi \
+    "uvicorn[standard]" \
+    requests \
+    pydantic
+
+# ── Statistics ────────────────────────────────────────────────
+pip install \
+    statsmodels
+
+# ── Utilities ─────────────────────────────────────────────────
+pip install \
+    tqdm \
+    openpyxl
+
+echo ""
+echo "=== Setup complete ==="
+echo ""
+echo "To enable GPU support:"
+echo "  NVIDIA: pip install torch torchvision --index-url https://download.pytorch.org/whl/cu128"
+echo "  AMD:    pip install torch torchvision --index-url https://download.pytorch.org/whl/rocm6.2"