Searching Gradients with Huy Nguyen

The Vietnamese Language has a rich and evolving history.

More trustworthy models For safety critical systems and infrastructure, you need to know when to trust a model’s prediction and when you should be more cautious about its output.

A calibration curve (sometimes called a “reliability diagram”) tells you whether your model’s predicted probabilities accurately reflect the real chance of your model being right.

This is the 2nd article in a two part series on similarity search.

In my work applying machine learning technologies, finding “similar” items is one of the most common challenges that people come to my team with: “Can you find me the image that looks like this other image?”

When installed and linked correctly against a blas implementation like ATLAS or OpenBlas, numpy’s dot product can run incredibly fast.

I’m inventing a new data format (as blasphemous as it sounds).

Introduction While it’s not always the case that every Python program you write will require a rigorous performance analysis, it is reassuring to know that there are a wide variety of tools in Python’s ecosystem that one can turn to when the time arises.

If you do a lot of context switching between projects, recreating your terminal environment & window layout can easily eat up hours of your day.

John Hunter, creator of MatPlotlib, originally designed it’s color scheme to be familiar to Matlab users.

Ben Adida suggests that you don't hash your secrets.

EDIT 2010-07-01 : This post is left up for context / historical posterity.

Here’s a brief tip: Rebind your ctrl key to capslock.