Initial commit: OptimizR - High-performance optimization algorithms in Rust with Python bindings

Dockerfile

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+# OptimizR Development Container
+# Multi-stage build for efficient image size
+
+FROM rust:1.75-slim as rust-builder
+
+# Install build dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    python3-dev \
+    libssl-dev \
+    pkg-config \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+# Copy Rust source and build
+COPY Cargo.toml Cargo.lock ./
+COPY src ./src
+RUN cargo build --release
+
+# Final stage with Python
+FROM python:3.11-slim
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    build-essential \
+    curl \
+    git \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install Rust (needed for maturin)
+RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
+ENV PATH="/root/.cargo/bin:${PATH}"
+
+WORKDIR /workspace
+
+# Copy project files
+COPY . .
+
+# Install Python dependencies
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install --no-cache-dir maturin numpy scipy matplotlib pytest jupyter notebook ipykernel pandas seaborn
+
+# Build the wheel and install it (without needing virtualenv)
+RUN maturin build --release --out dist && \
+    pip install --no-cache-dir dist/*.whl
+
+# Expose Jupyter port
+EXPOSE 8888
+
+# Default command: start Jupyter notebook
+CMD ["jupyter", "notebook", "--ip=0.0.0.0", "--port=8888", "--no-browser", "--allow-root", "--NotebookApp.token=''", "--NotebookApp.password=''"]