Machine Learning
Books
- Hands on Machine Learning usinf Tensorflow, Keras
- Practical Machine Learning for Cloud, Mobile and Edge
Lectures
Tutorials
Curated Notebooks
Standards
- ONNX is an open standard for representing machine learning models that is a collaboration between Microsoft, Facebook, Amazon, and others.
Web
- ONNX.js
- Faster than Tf.js. Uses WASM, WebGL and Webworkers (multi-threaded env for parallelising data operations).
- Tensorflow.js
- ml5.js built on top of tf.js. Abstracts away complexities. Simple, ready-to-use models from GANs to POSNets.
Hubs
Hosting Models
Diagrams
- NN SVG - Publication-ready NN-architecture schematics