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Coq VS Python

Compare Coq VS Python and see what are their differences

Coq logo Coq

Coq is a proof assistant, which allows you to write mathematical proofs in a rigorous and formal...

Python logo Python

Python is a clear and powerful object-oriented programming language, comparable to Perl, Ruby, Scheme, or Java.
  • Coq Landing page
    Landing page //
    2022-04-17
  • Python Landing page
    Landing page //
    2021-10-17

Coq features and specs

  • Formal Verification
    Coq provides a powerful system for formal verification, allowing users to prove the correctness of algorithms and software with mathematical precision.
  • Rich Type System
    Coq's dependent type system enables expressive and flexible programming, allowing types to depend on values and offering advanced type safety.
  • Proof Assistance
    Coq includes an interactive proof assistant that helps in constructing formal proofs, making it easier to verify complex mathematical and computational concepts.
  • Wide Range of Applications
    Coq is used in various fields such as mathematics, computer science, and industry for the development of certified programs and formalized mathematics.

Possible disadvantages of Coq

  • Steep Learning Curve
    Due to its complexity and the level of abstraction, Coq can be challenging for beginners to learn and use effectively without substantial training.
  • Limited Automation
    While Coq provides tools for automating some proof steps, a significant portion of proofs may still require manual intervention and human insight.
  • Performance Constraints
    The requirement to construct proofs can lead to performance trade-offs, making Coq less efficient for some computational tasks compared to other tools.
  • Niche Community
    Coq has a specialized user community, which might make finding learning resources, collaborators, or support more challenging compared to more mainstream programming languages.

Python features and specs

  • Easy to Learn
    Python syntax is clear and readable, which makes it an excellent choice for beginners and allows for quick learning and prototyping.
  • Versatile
    Python can be used for web development, data analytics, artificial intelligence, machine learning, automation, and more, making it a highly versatile programming language.
  • Large Standard Library
    Python comes with a comprehensive standard library that includes modules and packages for various tasks, reducing the need to write code from scratch.
  • Strong Community Support
    Python has a large and active community, which means a wealth of third-party packages, tutorials, and documentation is available for assistance.
  • Cross-Platform Compatibility
    Python is compatible with major operating systems like Windows, macOS, and Linux, allowing for easy development and deployment across different platforms.
  • Good for Rapid Development
    The high-level nature of Python allows for quick development cycles and fast iteration, which is ideal for startups and prototyping.

Possible disadvantages of Python

  • Performance Limitations
    Python is generally slower than compiled languages like C or Java because it is an interpreted language, which can be a drawback for performance-critical applications.
  • Global Interpreter Lock (GIL)
    The GIL in CPython, the most used Python interpreter, prevents multiple native threads from executing Python bytecodes at once, limiting multi-threading capabilities.
  • Memory Consumption
    Python can be more memory-intensive compared to some other languages, which might be a concern for applications with tight memory constraints.
  • Mobile Development
    Python is not a primary choice for mobile app development, where languages like Java, Swift, or Kotlin are more commonly used.
  • Runtime Errors
    Being a dynamically typed language, Python code can sometimes lead to runtime errors that would be caught at compile-time in statically typed languages.
  • Dependency Management
    Managing dependencies in Python projects can sometimes be complex and cumbersome, especially when dealing with conflicting versions of libraries.

Coq videos

Ubiquinol CoQ-10 Supplement Review

More videos:

  • Review - Gumbenni listened to Sseth's review on Coq

Python videos

Creator of Python Programming Language, Guido van Rossum | Oxford Union

Category Popularity

0-100% (relative to Coq and Python)
Programming Language
9 9%
91% 91
OOP
11 11%
89% 89
Generic Programming Language
Dynamic Programming Language

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Coq and Python

Coq Reviews

We have no reviews of Coq yet.
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Python Reviews

Pine Script Alternatives: A Comprehensive Guide to Trading Indicator Languages
Technical analysis in trading has come a long way, with various programming languages emerging to support traders in developing custom indicators. While Pine Script has been a popular choice for many, alternatives like Indie, ThinkScript, NinjaScript, MetaQuotes Language (MQL), and even general-purpose languages like Python and C++ are gaining traction. Let’s explore these...
Source: medium.com
Top 5 Most Liked and Hated Programming Languages of 2022
No wonder Python is one of the easiest programming languages to work upon. This general-purpose programming language finds immense usage in the field of web development, machine learning applications, as well as cutting-edge technology in the software industry. The fact that Python is used by major tech giants such as Amazon, Facebook, Google, etc. is good enough proof as to...
Top 10 Rust Alternatives
This programming langue is typed statically and operates on a complied system. It works based on several computing languages Python, Ada, and Modula.
15 data science tools to consider using in 2021
Python is the most widely used programming language for data science and machine learning and one of the most popular languages overall. The Python open source project's website describes it as "an interpreted, object-oriented, high-level programming language with dynamic semantics," as well as built-in data structures and dynamic typing and binding capabilities. The site...
The 10 Best Programming Languages to Learn Today
Python's variety of applications make it a powerful and versatile language for different use cases. Python-based web development frameworks like Django and Flask are gaining popularity fast. It's also equipped with quality machine learning and data analysis tools like Scikit-learn and Pandas.
Source: ict.gov.ge

Social recommendations and mentions

Based on our record, Python should be more popular than Coq. It has been mentiond 288 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Coq mentions (46)

  • The First Stable Release of a Rust-Rewrite Sudo Implementation
    Are those more important than, say: - Proven with Coq, a formal proof management system: https://coq.inria.fr/ See in the real world: https://aws.amazon.com/security/provable-security/ And check out Computer-Aided Verification (CAV). - Source: Hacker News / over 1 year ago
  • In Which I Claim Rich Hickey Is Wrong
    Dafny and Whiley are two examples with explicit verification support. Idris and other dependently typed languages should all be rich enough to express the required predicate but might not necessarily be able to accept a reasonable implementation as proof. Isabelle, Lean, Coq, and other theorem provers definitely can express the capability but aren't going to churn out much in the way of executable programs;... - Source: Hacker News / almost 2 years ago
  • If given a list of properties/definitions and relationship between them, could a machine come up with (mostly senseless, but) true implications?
    Still, there are many useful tools based on these ideas, used by programmers and mathematicians alike. What you describe sounds rather like Datalog (e.g. Soufflé Datalog), where you supply some rules and an initial fact, and the system repeatedly expands out the set of facts until nothing new can be derived. (This has to be finite, if you want to get anywhere.) In Prolog (e.g. SWI Prolog) you also supply a set of... Source: almost 2 years ago
  • Mark Petruska has requested 250000 Algos for the development of a Coq-avm library for AVM version 8
    Information about the Coq proof assistant: https://coq.inria.fr/ , https://en.wikipedia.org/wiki/Coq. Source: almost 2 years ago
  • Basic SAT model of x86 instructions using Z3, autogenerated from Intel docs
    This type of thing can help you formally verify code. So, if your proof is correct, and your description of the (language/CPU) is correct, you can prove the code does what you think it does. Formal proof systems are still growing up, though, and they are still pretty hard to use. See Coq for an introduction: https://coq.inria.fr/. - Source: Hacker News / almost 2 years ago
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Python mentions (288)

  • A Beginner's Guide to Auto-Instrumenting a Flask App with OpenTelemetry and SigNoz
    If Python is not installed, download it from python.org or use your system's package manager (e.g., sudo apt install python3 on Ubuntu). - Source: dev.to / 28 days ago
  • Scraping Infinite Scroll Pages with a 'Load More' Button: A Step-by-Step Guide
    Python Installed: Download and install the latest Python version from python.org, including pip during setup. - Source: dev.to / 4 months ago
  • Get Started with Python
    First, you'll need to install Python if you don't have it already. Go to the official Python website python.org, download the latest version, and follow the instructions. - Source: dev.to / 5 months ago
  • Unlocking DuckDB from Anywhere - A Guide to Remote Access with Apache Arrow and Flight RPC (gRPC)
    Python: We’ll use Python for it’s simplicity and accessibility. - Source: dev.to / 5 months ago
  • Python Packaging is Great Now: `uv` is all you need
    Bootstrapping was an often neglected problem. Should we tell people to install Python from https://python.org? The Anaconda distribution? How do we stop folks from using their system package manager and risk breaking everything? - Source: dev.to / 9 months ago
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What are some alternatives?

When comparing Coq and Python, you can also consider the following products

Agda - Agda is a dependently typed functional programming language. It has inductive families, i.e.

JavaScript - Lightweight, interpreted, object-oriented language with first-class functions

Isabelle - Isabelle is a proof assistant for writing and checking mathematical proofs by computer.

Rust - A safe, concurrent, practical language

Racket Lang - Racket (formerly PLT Scheme) is a modern programming language in the Lisp/Scheme family, suitable...

Java - A concurrent, class-based, object-oriented, language specifically designed to have as few implementation dependencies as possible