Tagged with ppl


Understanding Pyro’s Model and Guide: A Love Story

Introduction to basic Pyro concepts

MUST READ: Clueless Individual Attempts to Explain Basic PyMC3 Model. You Won’t Believe What Happens Next.

Walking through a PyMC3 Model with Tiger.

Using Artificial Intelligence to Augment Human Intelligence

AIA > AI or IA. Another great piece from Distill.

Analyzing 50k fonts using deep neural networks

Perfect dataset for training fonts, trained model even has 40 latent factors.

Startup School 2018

Startup School: How to start a startup. Talks from big YC founders and partners.

How To Set Up Google Colab/Colaboratory For Building Pyro Models

Setting up Colab to run Pyro models

Newcastle University MAS2317/3317: Introduction to Bayesian Statistics

Notes taken from lecture notes from Newcastle University Bayesian Statistics course, with James from Paper Club

Bayesian Machine Learning

Intro to Bayesian Machine Learning

Bayesian Methods For Hackers

The simplest explanation of Bayesian methods and probabilistic programming I've come across. Says a lot about the field that this book was still extremely difficult to get through.