Similarity Search, Part 7: LSH Compositions

Dive into combinations of LSH functions to guarantee a more reliable search

Exploring Genetic Algorithms with Ruby

Introduction: In the quest to solve complex optimization problems and simulate natural evolution,...

Calculate Computational Efficiency of Deep Learning Models with FLOPs and M

In this article we will learn about its definition, differences and how to calculate FLOPs and MACs using Python packages.

formulas · stemformulas

All of the formulas

How Mathematical Curves Enable Advanced Communication

A simple geometric idea has been used to power advances in information theory, cryptography and even blockchain technology.

Hilbert Transform - Electroagenda

Concise summary of the Hilbert transform: mathematics, effects on signals, and applications in telecommunications.

Circular, hyperbolic, and elliptic functions

Circular functions and hyperbolic functions are special cases of the Jacobi functions. This post shows how.

Understanding The Hypergeometric Distribution

Breaking down one of the less well-known distributions in data science

Understanding DeepMind's Sorting Algorithm

Working code examples meant to clarify AlphaDev's deep learning assembly optimizations.

How Math’s Most Famous Proof Nearly Broke

Andrew Wiles thought he had a solution to an age-old puzzle. Until it began to unravel.

Geometry Central

Hashing in Modern Recommender Systems: A Primer

Understanding the most underrated trick in applied Machine Learning

Telfar’s Dynamic Pricing Model Offers a New Way to Gauge Luxury Item Demand

Telfar has introduced a “Live Price” pricing model based on customer demand.

The Meaning Behind Logistic Classification, from Physics | by Tim Lou, PhD

Why do we use the logistic and softmax functions? Thermal physics may have an answer.

Bidder Density: When 1 1 = 10x

How bid density impacts ads, recommender systems, and salary negotiations.

Erich's Packing Center

Researcher solves nearly 60-year-old game theory dilemma

A researcher has solved a nearly 60-year-old game theory dilemma called the wall pursuit game, with implications for better reasoning about autonomous systems such as driver-less vehicles.

The Unreasonable Effectiveness of Conditional Probabilities

Algorithmic Trading: A Practitioner’s Guide | Henrik Warne's blog

I really enjoyed reading Algorithmic Trading: A Practitioner’s Guide by Jeffrey M. Bacidore. Before starting, I imagined it would cover various strategies for trading in the markets, along th…

How Many Decimals of Pi Do We Really Need? - Edu News | NASA/JPL Edu

While world record holders may have memorized more than 70,000 digits of pi, a JPL engineer explains why you really only need a tiny fraction of that for most calculations – even at NASA.

An overview of parsing algorithms

List of parsing algorithms

Deep Learning Pioneer Geoffrey Hinton Publishes New Deep Learning Algorithm

Geoffrey Hinton, professor at the University of Toronto and engineering fellow at Google Brain, recently published a paper on the Forward-Forward algorithm (FF), a technique for training neural networks that uses two forward passes of data through the network, instead of…

Introduction to Multi-Armed Bandit Problems

Delve deeper into the concept of multi-armed bandits, reinforcement learning, and exploration vs. exploitation dilemma.

Breaking RSA with a Quantum Computer - Schneier on Security

Data on correlated products and sellers helps improve demand forecasting -

Graph-based models capture correlations efficiently enough to enable machine learning at scale.

Digital Music Couldn't Exist Without the Fourier Transform

This is the Fourier Transform. You can thank it for providing the music you stream every day, squeezing down the images you see on the Internet into tiny

How to exchange a secret key over an insecure network (EC-Diffie-Hellman al

Let's say you want to send an encrypted message to your friend in order to avoid it being intercepted...

Goodbye SHA-1: NIST Retires 27-Year-Old Widely Used Cryptographic Algorithm

NIST has formally retired the widely used 27-year-old SHA-1 cryptographic algorithm, bringing cryptographic security into the modern age.

Forecasting: Principles and Practice (3rd ed)

3rd edition

How to Choose the Best Machine Learning Technique: Comparison Table

In defense of linked lists -

The fascinating Wave Function Collapse algorithm.

What is a wave function and why does it collapse? Wave function collapse is a algorithm...

What are quantum-resistant algorithms—and why do we need them?

When quantum computers become powerful enough, they could theoretically crack the encryption algorithms that keep us safe. The race is on to find new ones.

The Scientist & Engineer's Guide to Digital Signal Processing, 1999 | Analog Devices

The guide provides a practical introduction to Digital Signal Processing, covering a wide range of topics. It is an ideal introduction for those new to DSP, and an excellent reference for more experie

Topic Modeling with LSA, pLSA, LDA, NMF, BERTopic, Top2Vec: a Comparison

A comparison between different topic modeling strategies including practical Python examples

30 Best Math Books to Learn Advanced Mathematics for Self-Learners

We have curated almost thirty suggested math books by Neil Sainsbury for self-learners. All those books help you in different fields of math.

Signal Processing, beyond the Fourier Transform: Introduction to the Chirpl

From a theoretical introduction to the hands-on implementation: here’s what you need to know about the Chirplet Transform

Adjacency networks

Finding the adjacency graphs for US states and Texas counties using Mathematica

A primer on Roaring bitmaps: what they are and how they work

A detailed primer on Roaring bitmaps explaining what they are, how they're different from traditional bitmaps, and how they work internally.

CyberChef

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

An Old-Fashioned Economic Tool Can Tame Pricing Algorithms - Scientific Ame

Left unchecked, pricing algorithms might unintentionally discriminate and collude to fix prices

The Data Incubator is Now Pragmatic Data | Pragmatic Institute

As of 2024, The Data Incubator is now Pragmatic Data! Explore Pragmatic Institute’s new offerings, learn about team training opportunities, and more.

Linear Algebra for Data Science - KDnuggets

In this article, we discuss the importance of linear algebra in data science and machine learning.

Understanding Self-Organising Map Neural Network with Python Code

Brain-inspired unsupervised machine learning through competition, cooperation and adaptation

Probabilistic Numerics | Textbooks

Quantifying Uncertainty in Computation.

Home Page of Evan Miller

Articles, software, calculators, and opinions.

Complete Step-by-step Genetic Algorithm from Scratch for Global Optimization

No need to worry about getting stuck in local minima anymore

Super Study Guides

Illustrated study guides ideal for visual learners.

The Future Of Algorithmic Personalization | TechCrunch

Personalization algorithms influence what you’ve chosen yesterday, what you choose today and what you’ll be choosing tomorrow. Simultaneously, there seems to be something wrong with personalization. We are continuously bumping into obtrusive, uninteresting ads. Our digital…

Curation and Algorithms

More and more companies are announcing new products based on human curation, even as the most important content players — Google and Facebook — rely on algorithms. When does curation make sense, an…