Tag: python

Anomaly Detection Resources

Anomaly Detection Resources

Carnegie Mellon PhD student Yue Zhao collects this great Github repository of anomaly detection resources: https://github.com/yzhao062/anomaly-detection-resources The repository consists of tools for multiple languages (R, Python, Matlab, Java) and resources in the form of: Books & Academic PapersOnline Courses and VideosOutlier DatasetsAlgorithms and ApplicationsOpen-source and Commercial Libraries/ToolkitsKey Conferences & Journals Outlier Detection (also known as Anomaly Detection) … Continue reading Anomaly Detection Resources

Step up your Coding Game

Step up your Coding Game

A friend of mine pointed me to this great website where you can interactively practice and learn new programming skills by working through small coding challenges, like making a game. CodinGame.com is an gamified learning community and website that allows you to learn new concepts by solving fun challenges. Pick from over 25 programming languages, … Continue reading Step up your Coding Game

Calibrating algorithmic predictions with logistic regression

Calibrating algorithmic predictions with logistic regression

I found this interesting blog by Guilherme Duarte Marmerola where he shows how the predictions of algorithmic models (such as gradient boosted machines, or random forests) can be calibrated by stacking a logistic regression model on top of it: by using the predicted leaves of the algorithmic model as features / inputs in a subsequent … Continue reading Calibrating algorithmic predictions with logistic regression

The Mental Game of Python, by Raymond Hettinger

The Mental Game of Python, by Raymond Hettinger

YouTube recommended I'd watch this recorded presentation by Raymond Hettinger at PyBay2019 last October. Quite a long presentation for what I'd normally watch, but what an eye-openers it contains! Raymond Hettinger is a Python core developer and in this video he presents 10 programming strategies in these 60 minutes, all using live examples. Some are … Continue reading The Mental Game of Python, by Raymond Hettinger

Getting started with Python in Visual Studio Code

Getting started with Python in Visual Studio Code

After several years of proscrastinating, the inevitable finally happened: Three months ago, I committed to learning Python! I must say that getting started was not easy. One afternoon three months ago, I sat down, motivated to get started. Obviously, the first step was to download and install Python as well as something to write actual … Continue reading Getting started with Python in Visual Studio Code

Dynamic Programming MIT Course

Dynamic Programming MIT Course

Cover image by xkcd Over the last months I've been working my way through Project Euler in my spare time. I wanted to learn Python programming, and what better way than solving mini-problems and -projects?! Well, Project Euler got a ton of these, listed in increasing order of difficulty. It starts out simple: to solve … Continue reading Dynamic Programming MIT Course