Four short links: 27 February 2019
Universal Binaries, Front-End Training, ML Myths, and Recommended Books
- WASMer — Universal Binaries Powered by WebAssembly. (open source)
- Frontend Workshop from HTML/CSS/JS to TypeScript/React/Redux — Microsoft’s training materials. Open sourced.
- Myths in Machine Learning — TensorFlow is a Tensor manipulation library; Image datasets are representative of real images found in the wild; Machine Learning researchers do not use the test set for validation; Every datapoint is used in training a neural network; We need (batch) normalization to train very deep residual networks; Attention > Convolution; Saliency maps are robust ways to interpret neural networks.
- Books I Recommend (Jessie Frazelle) — tight set of recommendations that overlap enough with my own reading that I’m already ordering the books that are new to me.