Add TF 2.15 container setup and update requirements

Author: kutayeroglu

Dockerfile

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+# Local Usage:
+# ```
+# docker build -t ghcr.io/bouncmpe/cuda-python3 containers/cuda-python3/
+# docker run -it --rm --gpus=all ghcr.io/bouncmpe/cuda-python3
+# ```
+
+# Base image
+FROM nvidia/cuda:12.2.2-runtime-ubuntu22.04
+
+LABEL maintainer="Kutay Eroglu"
+
+ENV LANG=C.UTF-8 LC_ALL=C.UTF-8
+
+RUN apt-get update && \
+    export DEBIAN_FRONTEND=noninteractive && \
+    apt-get -y install --no-install-recommends \
+    git \
+    wget \
+    cmake \
+    ninja-build \
+    build-essential \
+    python3 \
+    python3-dev \
+    python3-pip \
+    python-is-python3 && \
+    # Upgrade pip
+    python3 -m pip install --no-cache-dir --upgrade pip && \
+    # Clean up APT caches to reduce image size
+    apt-get autoremove -y && \
+    apt-get clean -y && \
+    rm -rf /var/lib/apt/lists/*
+
+
+COPY requirements.txt .
+
+RUN python3 -m pip install --no-cache-dir -r requirements.txt

requirements.txt

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+tensorflow==2.15.0
+numpy>=1.23
+pandas>=1.4
+scipy>=1.7
+pillow>=9.0
+matplotlib>=3.5
+seaborn>=0.12
+imageio>=2.30
+jupyter>=1.0
+neptune==1.10.4
+# tensorflow-addons is not guaranteed to support TF 2.15; include only if needed
+