TensorFlow and Keras are powerful tools for machine learning and deep learning. Here's a guide to install them on your system:
1. Install via pip
The easiest way to install TensorFlow and Keras is through pip
:
- Run the command below in your terminal:
📌 This installs both TensorFlow and Keras automatically.pip install tensorflow
2. Install from Source
For advanced users, you can install from source:
- Clone the TensorFlow repository:
git clone https://github.com/tensorflow/tensorflow.git
- Navigate to the directory and install:
cd tensorflow pip install -e .
3. Using Docker
If you prefer containerization:
- Pull the TensorFlow Docker image:
docker pull tensorflow/tensorflow:latest
- Run the container:
docker run -it tensorflow/tensorflow:latest
4. Verify Installation
After installation, check the versions:
python -c "import tensorflow as tf; print(tf.__version__)"
python -c "import keras; print(keras.__version__)"
5. Next Steps
Once installed, explore our Getting Started with TensorFlow tutorial to begin your machine learning journey! 🚀