Machine Learning
Environment
- I am using a GPU with Cuda cores enabled
- Driver version = 11.2
- I've compiled DLIB manually with Cuda enabled & AVX(Facial recognition)
- All libraries are using Cuda cores unless specified
- Environment = Jupyter-lab & VSC/CLI
Libraries:
- PyTorch
- TensorFlow
- Keras
- FastAI
Resources:
- Deep Learning with Python Second Edition by François Chollet
- Deep Learning for Coders with fastai & PyTorch by Jeremy Howard
- AI and Machine Learning for Coders by Laurence Moroney
- Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron
- Linear Algebra
Links:
- NVIDIA CUDA Drivers
- PyTorch Documentation
- PyTorch Tutorials
- Fast AI Documentation
- TensorFlow Overview
- Microsoft PyTorch modules
TensorFlow message codes StackOverflow
- Code messages were copied. See the link above.
- = All messages are logged (default behavior)
- = INFO messages are not printed
- = INFO and WARNING messages are not printed
- = INFO, WARNING, and ERROR messages are not printed