Machine Learning

Projects

• BicycleGAN
• CycleGAN
• pix2pixHD

Resources

• Pytorch
• TensorFlow
• Keras
• MLJS
• TensorFire
• DeeplearnJS
• Synaptic
• Tesseract
• Propel ML
• Create ML

Workflow

• Pachyderm
• Kubeflow

Models

• Types: ONNX, Tensorflow, Generic
• Common extensions: .pkl, .pb, .onnx

Natural Language Processing

• prose

Virtual Environment

• python3 -m venv .venv to create the virtual environment
• source ./.venv/bin/activate to activate the virtual environment
• deactivate to exit the virtual environment

Selection your Python interpreter

• Command Palette + Python: Select Interpreter