Machine Learning Install script added

ml-setup.sh

@@ -0,0 +1,80 @@
+#!/bin/bash
+
+set -e
+
+echo "======================================"
+echo "🚀 Machine Learning Setup for Ubuntu 22.04"
+echo "======================================"
+
+# Update and upgrade
+echo "🔄 Updating system..."
+sudo apt update && sudo apt upgrade -y
+
+# Base tools
+echo "🛠️ Installing base development tools..."
+sudo apt install -y build-essential software-properties-common \
+    git curl wget unzip zip ca-certificates gnupg lsb-release \
+    python3 python3-pip python3-venv
+
+# Add deadsnakes PPA for latest Python versions (optional)
+# sudo add-apt-repository ppa:deadsnakes/ppa -y
+# sudo apt install -y python3.10 python3.10-venv python3.10-dev
+
+# Python packages
+echo "🐍 Installing Python ML packages..."
+python3 -m pip install --upgrade pip
+pip3 install numpy pandas scipy matplotlib seaborn scikit-learn jupyterlab \
+    jupyter tensorflow torch torchvision torchaudio \
+    transformers datasets keras opencv-python tqdm \
+    xgboost lightgbm nltk spacy flask fastapi uvicorn
+
+# Jupyter config
+echo "📓 Setting up Jupyter..."
+jupyter notebook --generate-config
+
+# Optionally install Anaconda (comment out if not needed)
+read -p "Do you want to install Anaconda? (y/n): " install_anaconda
+if [[ "$install_anaconda" == "y" ]]; then
+    echo "📦 Downloading Anaconda installer..."
+    wget https://repo.anaconda.com/archive/Anaconda3-2024.02-1-Linux-x86_64.sh -O ~/anaconda.sh
+    bash ~/anaconda.sh -b -p $HOME/anaconda3
+    eval "$($HOME/anaconda3/bin/conda shell.bash hook)"
+    conda init
+    echo "✅ Anaconda installed and configured"
+fi
+
+# NVIDIA Drivers + CUDA (optional, only if you have NVIDIA GPU)
+read -p "Do you want to install NVIDIA drivers and CUDA? (y/n): " install_nvidia
+if [[ "$install_nvidia" == "y" ]]; then
+    echo "🎮 Installing NVIDIA drivers and CUDA..."
+    sudo apt install -y nvidia-driver-535
+    sudo reboot
+fi
+
+# Docker + NVIDIA Container Toolkit
+read -p "Do you want to install Docker and NVIDIA Docker support? (y/n): " install_docker
+if [[ "$install_docker" == "y" ]]; then
+    echo "🐳 Installing Docker..."
+    sudo apt install -y docker.io
+    sudo systemctl enable docker
+    sudo usermod -aG docker $USER
+
+    echo "💡 Installing NVIDIA Container Toolkit..."
+    distribution=$(. /etc/os-release;echo $ID$VERSION_ID)
+    curl -s -L https://nvidia.github.io/nvidia-docker/gpgkey | sudo apt-key add -
+    curl -s -L https://nvidia.github.io/nvidia-docker/$distribution/nvidia-docker.list | \
+      sudo tee /etc/apt/sources.list.d/nvidia-docker.list
+
+    sudo apt update
+    sudo apt install -y nvidia-container-toolkit
+    sudo systemctl restart docker
+fi
+
+# Clean up
+echo "🧹 Cleaning up..."
+sudo apt autoremove -y
+sudo apt clean
+
+echo "✅ Machine Learning environment setup is complete!"
+echo "👉 Please reboot your machine if NVIDIA drivers were installed."
+