April 14, 2020

[R] Looking for Non-Gaussian probability based Models and/or Algorithms.

I am very interested in probability, the non Gaussian kind. Looking for more models to improve my mental model of the field so far have a […]
April 14, 2020

[P] micrograd: a tiny autograd engine (~50 LOC) and a neural net library (~60 LOC) on top of it, potentially for educational purposes

micrograd https://github.com/karpathy/micrograd A tiny Autograd engine. Implements backpropagation over a dynamically built DAG and a small neural networks library on top of it with a PyTorch-like […]
April 15, 2020

[P] 3D Photography using Context-aware Layered Depth Inpainting

This project making the rounds on the internet: https://github.com/vt-vl-lab/3d-photo-inpainting/ We propose a method for converting a single RGB-D input image into a 3D photo, i.e., a […]
April 15, 2020

[D] Stephen Merity (top NLP researcher) answers Jeremy Howard's (FastAI founder) specific questions on SOTA RNN language modeling

In Deep Learning, it's often hard to get more context behind a paper or code. This thread answers a lot of specific questions and provides context […]