Fix formatting

.github/workflows/markdown-lint.yml

@@ -0,0 +1,21 @@
+name: Markdown Lint
+
+on: [push, pull_request]
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        fetch-depth: 0
+    - uses: tj-actions/changed-files@v45
+      id: changed-files
+      with:
+        files: '**/*.md'
+        separator: ","
+    - uses: DavidAnson/markdownlint-cli2-action@v19
+      if: steps.changed-files.outputs.any_changed == 'true'
+      with:
+        globs: ${{ steps.changed-files.outputs.all_changed_files }}
+        separator: ","

.markdownlint-cli2.jsonc

@@ -0,0 +1,22 @@
+{
+  // Enable all rules by default
+  "default": true,
+
+  // Line length: increase default from 80
+  "MD013": {
+    "line_length": 100,
+    "code_blocks": false,
+    "tables": false
+  },
+
+  // Allow duplicate headers in different nested sections
+  "MD024": {
+    "allow_different_nesting": true
+  },
+
+  // Allow inline HTML
+  "MD033": false,
+
+  // First line in a file doesn't need to be a top-level header
+  "MD041": false,
+}

README.md

@@ -53,7 +53,6 @@ Example:
 
     Not ideal, but oh well.
 
-
 ## Developing locally
 
 The easiest way to get started developing this repository on your own machine is by using the supplied dev container.

_books/F#_high_performance_2017.md

@@ -14,4 +14,4 @@ In this book you will:
 - Implement best practices to optimize performance
 - Use the available tooling to help measure performance
 - Combine the best practice of asynchronous and synchronous
-- Optimize further using various F# language constructs
+- Optimize further using various F# language constructs

_books/beginning_f#_4_2016.md

@@ -6,6 +6,6 @@
 bookurl: https://link.springer.com/book/10.1007/978-1-4842-1374-2
 ---
 This book is a great foundation for exploring functional-first programming and
 its role in the future of application development. The best-selling introduction to F#,
 now thoroughly updated to version 4.0, will help you learn the language and explore
-its new features.
+its new features.

_books/building_f#_applications_video_2017.md

@@ -5,10 +5,10 @@
 image: /learn/files/book_covers/building_fsharp_applications.avif
 bookurl: https://www.packtpub.com/en-us/product/building-f-applications-9781788298858
 ---
 Learn how to use F#'s functional features to rapidly turn requirements into software designs that are correct, complete, extensible, bug-free, and easy to read and understand.
 
 - Setup your IDE for F# development
 - Use F#-friendly tools for test automation, builds, and dependency management
 - Model your application's problem domain using F#'s immutable data types and collections
 - Build simple-to-complex application behavior with F# functions
-- Interoperate between your F# applications and other .NET languages
+- Interoperate between your F# applications and other .NET languages

_books/domain_modeling_made_functional_2018.md

@@ -5,10 +5,10 @@
 image: /learn/files/book_covers/domain_modeling_made_functional.webp
 bookurl: https://pragprog.com/titles/swdddf/domain-modeling-made-functional/
 ---
 You want increased customer satisfaction, faster development cycles, and less wasted work. Domain-driven design (DDD) combined with functional programming is the innovative combo that will get you there. In this pragmatic, down-to-earth guide, you’ll see how applying the core principles of functional programming can result in software designs that model real-world requirements both elegantly and concisely—often more so than an object-oriented approach. Practical examples in the open-source F# functional language, and examples from familiar business domains, show you how to apply these techniques to build software that is business-focused, flexible, and high quality.
 
 Domain-driven design is a well-established approach to designing software that ensures that domain experts and developers work together effectively to create high-quality software. This book is the first to combine DDD with techniques from statically typed functional programming. This book is perfect for newcomers to DDD or functional programming—all the techniques you need will be introduced and explained.
 
 Model a complex domain accurately using the F# type system, creating compilable code that is also readable documentation—ensuring that the code and design never get out of sync. Encode business rules in the design so that you have “compile-time unit tests,” and eliminate many potential bugs by making illegal states unrepresentable. Assemble a series of small, testable functions into a complete use case, and compose these individual scenarios into a large-scale design. Discover why the combination of functional programming and DDD leads naturally to service-oriented and hexagonal architectures. Finally, create a functional domain model that works with traditional databases, NoSQL, and event stores, and safely expose your domain via a website or API.
 
-Solve real problems by focusing on real-world requirements for your software.
+Solve real problems by focusing on real-world requirements for your software.

_books/essential_f#.md

@@ -5,8 +5,8 @@
 image: /learn/files/book_covers/essential_fsharp.jpeg
 bookurl: https://leanpub.com/essential-fsharp
 ---
-This is a practical book aimed at efficiently getting you up to speed with the essentials functional-first programming in F#. 
+This is a practical book aimed at efficiently getting you up to speed with the essentials functional-first programming in F#.
 
-Everywhere you look, programming languages are gaining functional features. The problem is that it's not the individual features that make functional programmers happy, it's the way that your approach to writing software and the features work together to help you write simple code to solve interesting problems. This book will help you to discover why F# is such a popular language with those who have spent time learning its secrets. 
+Everywhere you look, programming languages are gaining functional features. The problem is that it's not the individual features that make functional programmers happy, it's the way that your approach to writing software and the features work together to help you write simple code to solve interesting problems. This book will help you to discover why F# is such a popular language with those who have spent time learning its secrets.
 
-This book started life as a series of blog posts on my Company's website (https://www.softwarepark.cc/blog). The sum of the content is what a developer needs to know to be able to work on one of our F# Line of Business codebases. I have improved and extended the content, upgraded the code to F# 5 and ensured that the code will run in VS Code.
+This book started life as a series of blog posts on my Company's website (<https://www.softwarepark.cc/blog>). The sum of the content is what a developer needs to know to be able to work on one of our F# Line of Business codebases. I have improved and extended the content, upgraded the code to F# 5 and ensured that the code will run in VS Code.

_books/export_f#_4_2015.md

@@ -5,10 +5,10 @@
 image: /learn/files/book_covers/expert_fsharp_4.webp
 bookurl: https://link.springer.com/book/10.1007/978-1-4842-0740-6
 ---
 Expert F# 4.0 is about practical programming in a beautiful language that puts the power and elegance of data-rich functional programming into the hands of professional developers. In combination with .NET, F# achieves unrivaled levels of programmer productivity and program clarity.
 
- - A comprehensive guide to F# by the inventor of F#
- - A treasury of F# techniques for practical problem-solving
- - An in-depth case book of how F# applications and of F# 4.0 concepts, syntax, and features
+- A comprehensive guide to F# by the inventor of F#
+- A treasury of F# techniques for practical problem-solving
+- An in-depth case book of how F# applications and of F# 4.0 concepts, syntax, and features
 
-The world's experts in F# show you how to program in F# the way they do!
+The world's experts in F# show you how to program in F# the way they do!

_books/f#_4_design_patterns_2016 .md

@@ -16,4 +16,4 @@ In this book you will:
 - Make use of native F# algebraic data types in place of custom-built classes
 - Recognize and measure the difference in resource consumption between sequences and materialized data collections
 - Navigate and use F# Core libraries with ease by seeing patterns behind specific library functions
-- Master writing generic polymorphic code
+- Master writing generic polymorphic code

_books/f#_applied_2016.md

@@ -12,4 +12,4 @@ In this book you will read:
 - An in-depth understanding of Web development in F# using Suave
 - How to develop applications using EventSourcing, CQRS, and DDD in F#
 - How to set up continuous integration and continuous deployment using FAKE and Docker
-- How to leverage libraries like Rx, FSharp.Data and Paket
+- How to leverage libraries like Rx, FSharp.Data and Paket

_books/f#_deep_dives_2014.md

@@ -5,4 +5,4 @@ year: 2014
 image: /learn/files/book_covers/fsharp_deep_dives.jpg
 bookurl: https://www.manning.com/books/f-sharp-deep-dives
 ---
-_F# Deep Dives_ presents a collection of real-world F# techniques, each written by expert practitioners. Each chapter presents a new use case where you'll read how the author used F# to solve a complex problem more effectively than would have been possible using a traditional approach. You'll not only see how a specific solution works in a specific domain, you'll also learn how F# developers approach problems, what concepts they use to solve them, and how they integrate F# into existing systems and environments.
+_F# Deep Dives_ presents a collection of real-world F# techniques, each written by expert practitioners. Each chapter presents a new use case where you'll read how the author used F# to solve a complex problem more effectively than would have been possible using a traditional approach. You'll not only see how a specific solution works in a specific domain, you'll also learn how F# developers approach problems, what concepts they use to solve them, and how they integrate F# into existing systems and environments.

_books/f#_for_machine_learning_essentials_2016.md

@@ -5,11 +5,12 @@ year: 2016
 image: /learn/files/book_covers/fsharp_for_machine_learning_essentials.jpg
 bookurl: https://www.packtpub.com/en-us/product/f-for-machine-learning-essentials-9781783989348
 ---
-The F# functional programming language enables developers to write simple code to solve complex problems. With F#, developers create consistent and predictable programs that are easier to test and reuse, simpler to parallelize, and are less prone to bugs. If you want to learn how to use F# to build machine learning systems, then this is the book you want. Starting with an introduction to the several categories on machine learning, you will quickly learn to implement time-tested, supervised learning algorithms. You will gradually move on to solving problems on predicting housing pricing using Regression Analysis. You will then learn to use Accord.NET to implement SVM techniques and clustering. 
+The F# functional programming language enables developers to write simple code to solve complex problems. With F#, developers create consistent and predictable programs that are easier to test and reuse, simpler to parallelize, and are less prone to bugs. If you want to learn how to use F# to build machine learning systems, then this is the book you want. Starting with an introduction to the several categories on machine learning, you will quickly learn to implement time-tested, supervised learning algorithms. You will gradually move on to solving problems on predicting housing pricing using Regression Analysis. You will then learn to use Accord.NET to implement SVM techniques and clustering.
 
 You will also learn to build a recommender system for your e-commerce site from scratch. Finally, you will dive into advanced topics such as implementing neural network algorithms while performing sentiment analysis on your data.
 
 #### Who is this book for?
+
 If you are a C# or an F# developer who now wants to explore the area of machine learning, then this book is for you. Familiarity with theoretical concepts and notation of mathematics and statistics would be an added advantage.
 
 #### What you will learn
@@ -22,6 +23,7 @@ Use a recommender system for your own problem domain
 Identify tourist spots across the globe using inputs from the user with decision tree algorithms.
 
 #### Key benefits
+
 Design algorithms in F# to tackle complex computing problems
 Be a proficient F# data scientist using this simple-to-follow guide
-Solve real-world, data-related problems with robust statistical models, built for a range of datasets
+Solve real-world, data-related problems with robust statistical models, built for a range of datasets

_books/f#_for_quantitative_finance_2013.md

@@ -21,4 +21,4 @@ In this book you will:
 - Model orders and market data together with basic pre-trade risk
 - Structure and write object-oriented code
 - Develop larger programs using F#
-- Explore automated trading systems and quantitative trading models
+- Explore automated trading systems and quantitative trading models

_books/f#_for_scientists_2008.md

@@ -10,4 +10,4 @@ programming language. The book assumes no prior experience and guides the reader
 the basics of computer programming to the implementation of state-of-the-art algorithms.
 Written in a clear and concise style, F# for Scientists is well suited for researchers,
 scientists. It also serves as an
-ideal supplemental text for advanced undergraduate and graduate students with a background in science or engineering.
+ideal supplemental text for advanced undergraduate and graduate students with a background in science or engineering.

_books/f#_ile_fonksiyonel_programlama_2021.md

@@ -8,4 +8,4 @@ bookurl: https://www.dikeyeksen.com/products/f-ile-fonksiyonel-programlama?varia
 This book is the first and the only F# book in Turkish. The book covers F# and general functional programming principles.
 
 F#, aktif ve bağımsız geliştirici topluluğu tarafından yön verilen, özellikle bulut teknolojileri, veri analizi ve bilimsel çalışmalarda kullanımı her geçen gün artan sade ve şık bir programlama dilidir.
-F# ile Microsoft'un .NET platformu üzerinde Windows, Linux ve OSX işletim sistemlerinde çalışabilen her çapta ve özllikte uygulamalar geliştirebilirsiniz. Hatta sistem yönetimi scriptlerinizi bile F# ile oluşturabilirsiniz. F# ile Fonksiyonel Programlama kitabında F#'ın sunduğu tüm bu imkanlar ile sizi tanıştırmayı ve bol kod örnekleri ile F#'ı özümsemenizi hedefliyoruz.
+F# ile Microsoft'un .NET platformu üzerinde Windows, Linux ve OSX işletim sistemlerinde çalışabilen her çapta ve özllikte uygulamalar geliştirebilirsiniz. Hatta sistem yönetimi scriptlerinizi bile F# ile oluşturabilirsiniz. F# ile Fonksiyonel Programlama kitabında F#'ın sunduğu tüm bu imkanlar ile sizi tanıştırmayı ve bol kod örnekleri ile F#'ı özümsemenizi hedefliyoruz.

_books/f#_in_action_2024.md

@@ -20,4 +20,4 @@ In F# in Action you will learn how to:
 - Effectively model data using a variety of techniques
 - Use scripts to rapidly explore domains
 
-_F# in Action_ is based on author and Microsoft F# MVP Isaac Abraham’s years of experience working with developers as an F# consultant. It upgrades .NET development skills with the core principles of functional programming, and you’ll soon see how F#’s functional-first approach makes it easy to learn this powerful paradigm.
+_F# in Action_ is based on author and Microsoft F# MVP Isaac Abraham’s years of experience working with developers as an F# consultant. It upgrades .NET development skills with the core principles of functional programming, and you’ll soon see how F#’s functional-first approach makes it easy to learn this powerful paradigm.

_books/functional_programming_using_f#_2013.md

@@ -13,4 +13,4 @@ library, the imperative features of F# and topics such as text processing, seque
 computation expressions and asynchronous computation. With a broad spectrum of examples
 and exercises, the book is perfect for courses in functional programming and for self-study.
 Enhancing its use as a text is an accompanying website with downloadable programs, lecture
-slides, a mini-projects and links to further F# sources.
+slides, a mini-projects and links to further F# sources.

_books/learning_functional_programming_with_f#_2017.md

@@ -10,4 +10,4 @@ Develop web applications that includes server-side as well as the client-side pr
 
 - Learn F# with this learner-friendly approach in this course
 - This single course covers all the basics so you can start building powerful applications
-- Get familiar with all the top modules and components included in this course
+- Get familiar with all the top modules and components included in this course

_books/machine_learning_projects_for_dotnet_developers_2015.md

@@ -5,4 +5,4 @@ year: 2015
 image: /learn/files/book_covers/machine_learning_projects_for_dotnet_developers.jpg
 bookurl: https://www.amazon.com/Machine-Learning-Projects-NET-Developers/dp/1430267674/?tag=mathias-brandewinder-20
 ---
-Machine Learning Projects for .NET Developers shows you how to build smarter .NET applications that learn from data, using simple algorithms and techniques that can be applied to a wide range of real-world problems.
+Machine Learning Projects for .NET Developers shows you how to build smarter .NET applications that learn from data, using simple algorithms and techniques that can be applied to a wide range of real-world problems.

_books/mastering_f#_2016.md

@@ -15,4 +15,4 @@ In this book you will:
 - Create and use type providers that help perform data analysis from within Visual Studio
 - Develop applications with pure F# code in WPF or ASP.NET MVC
 - Find out how to perform distributed programming with ServiceBus or ZeroMQ
-- Visualize data with charts, and work with Excel and R language Type providers
+- Visualize data with charts, and work with Excel and R language Type providers

_books/multi-paradign_programming_using_f#_and_dotnet.md

@@ -18,4 +18,4 @@ In this book you will read:
 - Object Oriented Programming (Objects, Classes, Inheritance, Abstraction, Polymorphism, ...)
 - Error Handling (Exceptions, Exception Types, Throwing and Catching Exceptions, ...)
 - Databases (Sql Server, Query Expressions, Type Providers, ...)
-- User Interfaces (Windows Forms, WPF, GTK#)
+- User Interfaces (Windows Forms, WPF, GTK#)

_books/programming_language_concepts_2017.md

@@ -5,4 +5,4 @@ year: 2017
 image: /learn/files/book_covers/programming_language_concepts.webp
 bookurl: https://link.springer.com/book/10.1007/978-3-319-60789-4
 ---
-The book Programming Language Concepts (PLC) provides an introduction to programming language concepts and implementation technology, such as interpretation, compilation, type checking and type inference, abstract machines, and garbage collection. F# is used as a meta language throughout the book expressing all concepts and examples of programming language design in a modern strongly-typed language of the ML-family, enabling the reader to experiment with the ideas right away.
+The book Programming Language Concepts (PLC) provides an introduction to programming language concepts and implementation technology, such as interpretation, compilation, type checking and type inference, abstract machines, and garbage collection. F# is used as a meta language throughout the book expressing all concepts and examples of programming language design in a modern strongly-typed language of the ML-family, enabling the reader to experiment with the ideas right away.

_books/real_world_functional_programming_2010.md

@@ -10,4 +10,4 @@ functional programming model through the F# and C# languages. The clearly
 presented ideas and examples teach readers how functional programming
 differs from other approaches. It explains how ideas look in F#-a
 functional language-as well as how they can be successfully used to solve
-programming problems in C#.
+programming problems in C#.

_books/stylish_f#_6_2022.md

@@ -18,4 +18,4 @@ _Stylish F# 6_ covers every design decision that a developer makes in constructi
 - Identify and implement opportunities to use function injection to improve program design
 - Appreciate the methods available to handle unknown data values
 - Understand asynchronous and parallel programming in F#, and how it differs from C# asynchronous programming
-- Exploit records and anonymous records as low-overhead, easily comparable containers for structured data
+- Exploit records and anonymous records as low-overhead, easily comparable containers for structured data

_books/the_book_of_f#_2014.md

@@ -5,4 +5,4 @@ year: 2014
 image: /learn/files/book_covers/book_of_fsharp.png
 bookurl: https://nostarch.com/fsharp
 ---
-The Book of F# aims to introduce intermediate and experienced developers to functional-first programming with F#. Throughout the book, you'll learn how this robust language can help you focus on creating correct solutions by introducing a variety of important concepts including currying, partial application, pattern matching, units of measure, asynchronous workflows, query expressions, type providers, and computation expressions. Furthermore, you'll discover how F#'s rich object-oriented capabilities allow it to naturally fit into existing applications.
+The Book of F# aims to introduce intermediate and experienced developers to functional-first programming with F#. Throughout the book, you'll learn how this robust language can help you focus on creating correct solutions by introducing a variety of important concepts including currying, partial application, pattern matching, units of measure, asynchronous workflows, query expressions, type providers, and computation expressions. Furthermore, you'll discover how F#'s rich object-oriented capabilities allow it to naturally fit into existing applications.