Getting Started with PyTorch Part 1: Understanding How Automatic Differenti

PyTorch has emerged as a major contender in the race to be the king of deep learning frameworks. What makes it really luring is it’s dynamic computation graph paradigm.

Table Visualization — pandas 2.2.3 documentation

ML beyond Curve Fitting: An Intro to Causal Inference and do-Calculus

Since writing this post back in 2018, I have extended this to a 4-part series on causal inference: * ➡️️ Part 1: Intro to causal inference and do-calculus [https://www.inference.vc/untitled] * Part 2: Illustrating Interventions with a Toy Example…

Interactive Go programming with Jupyter

Introduction of a new feature-rich golang Jupyter kernel

NLTK 3.3 is out

NLTK 3.3 has been released NLTK 3.3 includes the following: Support Python 3.6 New interface to CoreNLP Support synset retrieval by sense key Minor…

Machine Learning Explained: Vectorization and matrix operations

Installation | Elasticsearch Reference [6.2] | Elastic

PyTorch Tensor Basics

This is an introduction to PyTorch's Tensor class, which is reasonably analogous to Numpy's ndarray, and which forms the basis for building neural networks in PyTorch.

Programmer's Guide  |  TensorFlow

Learn basic and advanced concepts of TensorFlow such as eager execution, Keras high-level APIs and flexible model building.

codecrafters-io/build-your-own-x: Master programming by recreating your favorite technologies from scratch.

Master programming by recreating your favorite technologies from scratch. - codecrafters-io/build-your-own-x

A Strategy Guide To CSS Custom Properties

Dynamic properties provide opportunities for new creative ideas, but also the potential to add complexity to CSS. Custom properties have a huge potential to change how we write and structure CSS and to a lesser extent, how we use JavaScript to interact with UI components. To get…

cucumber/cucumber-ruby: Cucumber for Ruby

Cucumber for Ruby. It's amazing!

Cucumber Ruby Testing

Cucumber - Ruby Testing - Ruby language has the following advantages ?

http://zoey4ai.com/2018/05/12/deep-learning-object-detection/

How to come up with profitable online business ideas

Gaussian Processes for Machine Learning: Contents

Sequence Modeling with CTC

A visual guide to Connectionist Temporal Classification, an algorithm used to train deep neural networks in speech recognition, handwriting recognition and other sequence problems.

Understanding resolution and MTF

A visual approach to understanding resolution based on MTF (modulation transfer function) curves.

A Deep Dive into Monte Carlo Tree Search

Magdy Abadir

The Left Side of Steve Kerr’s Brain

Sammy Gelfand is the numbers guy behind the Golden State Warriors’ success. Some pretty good players help, too.

Keeping Node.js Fast: Tools, Techniques, And Tips For Making High-Performan

When it comes to performance, what works in the browser doesn’t necessarily suit Node.js. So, how do we make sure a Node.js implementation is fast and fit for purpose? Node is a very versatile platform, but one of the predominant applications is creating networked processes. In…

Strategy & Implementation of Third-Party Connections in Products

Building a product that connects to multiple third-party products is a common approach — an annotated twitter thread exploring strategic…

51 Examples of Growth Hacking Strategies & Techniques From The World’s Most

Learn how the world's fastest growing companies have hacked their way to success with innovative products, viral promotions and ingenious marketing campaigns. [6500 words]

Electronic Parts by Category - Octopart

Feature Visualization

How neural networks build up their understanding of images

Why Momentum Really Works

We often think of optimization with momentum as a ball rolling down a hill. This isn't wrong, but there is much more to the story.

Kernel Cookbook

A reference manual for creating covariance functions.

Overclocked Micron GDDR6 Memory Can Hit 20Gbps Speeds For Next Gen GPUs

Micron notes that GDDR6 has silicon changes, channel enhancements, and talks a bit about performance measurements of the new memory.

A Brief History of America's Appetite for Macaroni and Cheese

Popularized by Thomas Jefferson, this versatile dish fulfills our nation's quest for the 'cheapest protein possible'

The Two-Napkin Protocol

In 1989, Kirk Lougheed of Cisco and Yakov Rekhter of IBM were having lunch in a meeting hall cafeteria at an Internet Engineering Task Force (IETF) conference. They wrote a new routing protocol that became RFC (Request for Comment) 1105, the Border Gateway Protocol (BGP), known…

Introducing Similarity Search at Flickr | code.flickr.com

10 ways to offer shoppers a discount

Many online retailers unintentionally train consumers to expect discounts. Clothing stores are amongst the worst offenders. Constant discounting makes full-price shoppers believe they’re being overcharged. They often won’t shop until the next sale, which leads to a vicious…

Do platforms work?

The distributed network has gobbled the hierarchical firm. Only by seizing the platform can workers avoid digital serfdom

9 Tips to Manage Out-of-stock Inventory

Sometimes even the most-prepared retailers sell out of popular items. How these inventory shortages are communicated on an ecommerce website may impact

The Importance of Deep Work & The 30-Hour Method for Learning a New Skill

Browser Extensions I Actually Use - The Media Temple Blog

I'm a web developer and blogger. These are the browser extensions that I actually use right now.

kjw0612/awesome-rnn: Recurrent Neural Network - A curated list of resources

Recurrent Neural Network - A curated list of resources dedicated to RNN - kjw0612/awesome-rnn

Cambricon, Makers of Huawei's Kirin NPU IP, Build A Big AI Chip and PCIe Ca

Life Below The Rim Of The Grand Canyon At Phantom Ranch

Employees and guests alike will tell you that it's impossible to explain the feeling at Phantom Ranch, a bunkhouse and restaurant on the canyon's floor. It's a vibe you have to experience to get.

Free Music Archive

Free Music Archive is your number 1 resource for royalty free music and 'free to download' music.

Power Tools With Undeniable Style

While a power tool’s primary goal is functionality, there isn’t a reason as to why it can’t be a little more pleasant to look at! The Salley Power Tools set is made up of two devices, a cordless driver and a compact jig saw, both of which share the same core brand values…

General thinking tools

Pixie: a system for recommending 3 billion items to 200 million users in

The All-American Bank Heist

Having fallen on hard times, a former football star and the pride of his small town decides to rob the local bank. His weapons of choice: Craigslist, bear mace, and an inner tube.

The Moat Map

The Moat Map describes the correlation between the degree of supplier differentiation and the externalization (or internalization) of a company’s network effect.

Jeff Pike, Texas’s Own Tony Soprano

Earlier this spring, Jeff Pike, the head of the infamous Texas-based Bandidos motorcycle club, went on trial in federal court for racketeering. Prosecutors called him a ruthless killer, the man behind one of the deadliest biker shoot-outs in American history, at the Twin Peaks…

On the Strange, Artistic World of Marfa, Texas

I used to think Marfa was a kind of practical joke that West Texans were playing on cultural elites. It’s remote even for Texas. The nearest airports are in El Paso and Carlsbad, New Mexico, each 2…

Hiding Information in Plain Text

Subtle changes to letter shapes can embed messages

A New World’s Extraordinary Orbit Points to Planet Nine | Quanta Magazine

Astronomers argue that there’s an undiscovered giant planet far beyond the orbit of Neptune. A newly discovered rocky body has added evidence to the circumstantial case for it.