Code stylometry is the study of the stylistic features of source code, akin to literary stylometry which analyzes the writing style of texts. It involves examining various aspects of code, such as syntax, structure, naming conventions, and commenting styles, to identify authorship, detect plagiarism, or categorize programming styles. Key components of code stylometry include: 1. **Lexical Analysis**: Studying the vocabulary used in the code, including the choice of keywords, variable names, and function names.
Computational Aeroacoustics (CAA) is a field that combines computational fluid dynamics (CFD) and acoustics to analyze and predict noise generated by aerodynamic sources. It focuses on understanding how airflow around objects (like aircraft, vehicles, or turbines) generates sound, particularly in cases where the interaction between fluid flows and sound waves is significant.
Data science is an interdisciplinary field that combines various techniques and concepts from statistics, computer science, mathematics, and domain expertise to extract meaningful insights and knowledge from structured and unstructured data. It involves the process of collecting, cleaning, analyzing, and interpreting large amounts of data to draw conclusions and inform decision-making.
Foundation models are large-scale machine learning models trained on diverse data sources to perform a wide range of tasks, often with little to no fine-tuning. These models, such as GPT (Generative Pre-trained Transformer), BERT (Bidirectional Encoder Representations from Transformers), and others, serve as a foundational platform upon which more specialized models can be built.
Humanistic informatics is an interdisciplinary field that combines elements of humanities, social sciences, and information technology to study and understand the ways in which information systems and technologies impact human behavior, culture, and society. It emphasizes the human experience in the design, implementation, and use of information systems, recognizing that technology is not just a technical artifact but also a social and cultural phenomenon.
The Zero-Truncated Poisson (ZTP) distribution is a probability distribution that is derived from the Poisson distribution by removing the zero-count outcomes. This modification is useful in scenarios where the occurrence of an event is guaranteed to be at least one, hence no observations of zero are possible.
A Faro shuffle, also known as a perfect shuffle, is a card shuffling method that interleaves two halves of a deck of cards in a precise manner. There are two types: the "in shuffle" and the "out shuffle." 1. **In Shuffle**: In this variation, the top card of the original deck remains in the top position after the shuffle.
Hagelbarger code refers to a specific type of error-correcting code that is used in the field of information theory and coding theory. More specifically, it is known as an example of a specific family of linear block codes. These codes are designed to detect and correct errors that may occur during the transmission of data over noisy communication channels.
Hamming code is an error-detecting and error-correcting code used in digital communications and data storage. It was developed by Richard W. Hamming in the 1950s. Hamming codes can detect and correct single-bit errors and can detect two-bit errors in the transmitted data. ### Key Features of Hamming Code: 1. **Redundancy Bits**: Hamming codes add redundant bits (also called parity bits) to the data being transmitted.
A Longitudinal Redundancy Check (LRC) is a type of error detection method used in digital communication and data storage to ensure the integrity of transmitted or stored data. It is particularly useful for detecting errors that may occur during data transmission over a noisy communication channel or during storage. The LRC works by calculating a checksum for each row of data, which is then combined to create a single redundancy byte that represents the overall data.
Device fingerprinting is a technique used to identify and track devices based on their unique characteristics and configurations rather than relying on traditional identifiers like cookies. It involves collecting various pieces of information about a device, such as: 1. **Browser Information**: Including the user-agent string that provides details about the browser version and operating system. 2. **Screen Resolution**: The device's screen size and resolution can be part of the fingerprint.
Maximum Likelihood Sequence Estimation (MLSE) is a method used in statistical signal processing and communications to estimate the most likely sequence of transmitted symbols or data based on received signals. It is particularly useful in environments where the signal may be distorted by noise, interference, or other factors. ### Key Concepts: 1. **Likelihood**: In statistics, the likelihood function measures the probability of the observed data given a set of parameters.
Serial concatenated convolutional codes (SCCC) are a type of error correction coding scheme that combines two or more convolutional codes to improve the reliability of data transmission over noisy channels. The method involves encoding the data with one convolutional code, passing the output through another convolutional code, and then transmitting the resulting encoded signal. ### Key Concepts 1.
The water-filling algorithm is a technique used in various fields such as information theory, signal processing, and control theory, particularly for optimizing resource allocation under power constraints. It is often applied in problems involving multiple channels or dimensions, such as in the context of multiuser communication systems (like MIMO systems), where multiple users share the same communication medium.
The Chirp Z-transform (CZT) is a generalization of the Z-transform that is particularly useful for evaluating the Z-transform on a spiral contour in the complex plane. It can be especially advantageous for computations involving systems with non-uniformly spaced frequency components or for analyzing signals with specific frequency characteristics.
Approximate Competitive Equilibrium from Equal Incomes (ACEEI) is a concept in economic theory that pertains to the distribution of resources and wealth across individuals in a market. The idea is based on the assumption that if all individuals have the same income level, it can lead to a market equilibrium that approximates a competitive equilibrium in an economy.
Random priority item allocation is a method used to distribute items or resources among individuals or groups based on randomly assigned priorities. The approach is often used in scenarios where fairness is desired, and it seeks to mitigate biases or inequalities that might arise from other allocation methods. Here are some key points about this concept: 1. **Randomization**: In this method, individuals are assigned a random priority or a rank, which determines the order in which they can select or receive items.
As of my last knowledge update in October 2021, "Rental Harmony" isn't a widely recognized term or concept in the public domain, but it could potentially refer to a variety of ideas related to rental properties or systems that promote balance and ease in rental agreements. If "Rental Harmony" has emerged as a specific concept, service, or platform since then, it would be advisable to check the latest online resources, news, or specific websites that might have detailed information on that term.
The Selfridge–Conway procedure is a method used in number theory, specifically related to the generation of prime numbers. Named after mathematicians John Selfridge and John Horton Conway, this procedure is a systematic approach to finding prime numbers by generating sequences or applying transformations to known numbers. The procedure is often discussed in the context of generating prime factors or understanding the properties of composite numbers.
Alex Pentland is a prominent researcher and professor in the field of computer science and artificial intelligence, known for his work in social physics, big data, and wearable computing. He is a professor at the Massachusetts Institute of Technology (MIT) and has made significant contributions to understanding social networks, human behavior, and the use of data for decision-making. Pentland has been involved in various interdisciplinary projects that explore the intersection of technology and social science.
Pinned article: Introduction to the OurBigBook Project
Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
Intro to OurBigBook
. Source. We have two killer features:
- topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculusArticles of different users are sorted by upvote within each article page. This feature is a bit like:
- a Wikipedia where each user can have their own version of each article
- a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.Figure 1. Screenshot of the "Derivative" topic page. View it live at: ourbigbook.com/go/topic/derivativeVideo 2. OurBigBook Web topics demo. Source. - local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
- to OurBigBook.com to get awesome multi-user features like topics and likes
- as HTML files to a static website, which you can host yourself for free on many external providers like GitHub Pages, and remain in full control
Figure 3. Visual Studio Code extension installation.Figure 4. Visual Studio Code extension tree navigation.Figure 5. Web editor. You can also edit articles on the Web editor without installing anything locally.Video 3. Edit locally and publish demo. Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension.Video 4. OurBigBook Visual Studio Code extension editing and navigation demo. Source. - Infinitely deep tables of contents:
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
Feel free to reach our to us for any help or suggestions: docs.ourbigbook.com/#contact





