KFServing - Learn Data Science with Travis

Kafdrop

Towards Data Science

As a messaging platform, Kafka needs no introduction. Since its inception, it has virtually rewritten the book on event streaming and has catalyzed the adoption of the now household design patterns —…...

KLDivLoss

PyTorch documentation

The Kullback-Leibler divergence loss. For tensors of the same shape y pred , y true y_{\text{pred}},\ y_{\text{true}} y pred , y true , where y pred y_{\text{pred}} y pred is the input and y tru...

Introducing K-FAC

Towards Data Science

In this article, I summarize Kronecker-factored Approximate Curvature (K-FAC) (James Martens et al., 2015), one of the most efficient second-order optimization method for deep learning. The heavy…

What the f?

Towards Data Science

I know you are eager to find out what this ‘f’ word actually is. Stay with me, we will get to it very soon. One thing I can tell you right away is that regardless of your familiarity with Machine…

KNN

Analytics Vidhya

K-Nearest Neighbors is simple algorithm. The elegance of this algorithm lies in it’s simplicity. Despite it’s various drawback’s such as high compute time in high dimension data it is still widely…

The Four F’s

Towards Data Science

I teach a 3rd year undergraduate course on data science. It is not your typical course of lectures, practicals and tutorials. Lectures are few and far between and it is more about the practice of…

Queue FI-FO Fun

Level Up Coding

While implementing optimizations, software developers may encounter performance issues that extend beyond a particular function or module. A potential problem in architecture, where two modules are ti...

Beating the Odds

Towards Data Science

This is the first installment in my weekly sports themed series. Each week I’ll demonstrate applications of data science and seek to provide thoughtful analysis and insight into the games we love to…

Using

The Python Standard Library

Using importlib.metadata New in version 3.8. Changed in version 3.10: importlib.metadata is no longer provisional. Source code: Lib/importlib/metadata/__init__.py importlib.metadata is a library that...

Using

Flask User's Guide

Using

Flask User's Guide

Bokeh

Full Stack Python

Bokeh is a data visualization library that builds visuals in Python and outputs them in JavaScript.

PyDev of the Week: K Lars Lohn

Mouse Vs Python

This week we welcome K Lars Lohn (@2braids) as our PyDev of the Week! He has been a part of the Python community for quite a few years. You can learn a bit more about him over on his blog or by checki...

The first effort I made in a TKD competition

Daniel Roy Greenfeld Blog

The first effort I made in a TKD competition November 2, 2008 This was originally posted on blogger here . The final result? I tied for second in the over 35 category. I had managed to catch a flu bug...

Leetspeak

The Big Book of Small Python Projects

40 Leetspeak There’s no better way to demonstrate your mad hacker skills than by replacing letters in your text with numbers: m4d h4x0r 5k1llz!!! This word program automatically converts plain Englis...

Game Playing

Towards Data Science

In game playing, first, let's look at minimax algorithm which will help us to find an optimum move to win the game. In the next lesson, we will look at tic-tac-toe game where we will use minimax…

Storming the Kaggle Leaderboard

Towards Data Science

While I study deep learning, I like to practice the theory by entering Kaggle competitions. Previously, I created a Convolutional Neural Network with TensorFlow to join the Cats vs. Dogs competition…

Currying

Javascript.info

Currying is an advanced technique of working with functions. It’s used not only in JavaScript, but in other languages as well. Currying is a transformation of functions that translates a function from...

Attempting to Predict the Result of an NBA Game before you could Finish Watching the First Half

Towards Data Science

Modeling natural processes with machine learning is not easy. Your average data scientist can spend countless hours scraping data together, let alone cleaning it. From there, they also must consider…

Kubeflow is More Accessible than Ever, with MiniKF

Towards Data Science

Get started with the best Machine Learning platform for Kubernetes in 10 minutes.

Autocorrect

Towards Data Science

Autocorrect is the saving grace for us all. The number of times I’ve gone to type a message and it would come out as if I am drunk then autocorrect intercedes on my behalf — Oh, how I love you…

One Year of Consistent Kaggling: What Did It Teach Me?

Towards Data Science

Competitions are more valuable than other components Kaggle is a platform for users to gain hands-on experience on practical data science and machine learning. It has 4 different progression componen...

DyBall Shots: K-Means vs. HDBSCAN

Towards AI

Clustering analysis on soccer shots with Dybala, Pogba & friends Continue reading on Towards AI

Nailing Dutch Hogs with My Golden Hammer

Towards Data Science

Math puzzles are often solved analytically. Can we apply auto diff and gradient descent, the same process for training neural networks, on a math puzzle?