Forward-mode and reverse-mode autodiff in python featuring dual numbers and graph traversals

4

A note on how Gaussians are convolved to make the reparameterization trick work in the diffusion forward process.

6

Andrew Barto and Richard Sutton for pioneering Reinforcement Learning

15

My thoughts on the "Grandmaster-Level Chess Without Search" paper from Google DeepMind

21

Notes and some ideas while reading the DreamCoder paper

23

A half-baked idea I had while checking my equations

50

Paper reading notes from w2v-BERT by Google Brain

59

Some ideas on improving semantic segmentation with SAM

63

Live Coding Seam Carving Part 2

75

there is a country layer in the llama 2 transformer

78

Three implementations of self attention, one for visualizing the self attention between two tensors, one for language, and one in PyTorch

87

Exercises in faster and more intuitive tensor notation for deep learning.

88

Helper code that has different ways to visualize audio files, mostly for future reference.

103

Testing whether Newton's method decays updates exponentially

105

Live Coding Seam Carving Part 1

108

13th International (Online) Conference on Transportation Planning and Implementation Methodologies for Developing Countries

140

Official Work Product Submission for the 2020 edition of Google Summer of Code with TensorFlow.

144

Hardcore History, Kobe Bryant and new adventures.

152