matplotlib
Sinatra
| matplotlib | Sinatra | |
|---|---|---|
| 39 | 10 | |
| 22,140 | 12,389 | |
| 1.1% | 0.1% | |
| 9.9 | 6.6 | |
| 3 days ago | 2 months ago | |
| Python | Ruby | |
| Python License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
matplotlib
- How to Get Started with Scikit-Learn: A Beginner-Friendly Guide to Machine Learning in Python
As is the case with most Python libraries, it is open-source and free-to-use, making it easily accessible by anyone willing to learn machine learning, and it is built upon other open-source libraries within Python, like SciPy for advanced scientific operations, NumPy for efficient numerical computations, Matplotlib for data visualization, and Cython for increased efficiency and speed, similar to that of C/C++.
- BUILDING DATA VISUALIZATION WITH PYTHON: A BEGINNER'S GUIDE TECHNIQUES
The source code for Matplotlib is located at this github repository https://github.com/matplotlib/matplotlib
- Using Rust to corrode insane Python run-times
Difficult to draw conclusions with no code here.
An interesting thing they didn't mention is that Matplotlib's point-in-path code is actually already in C. So this isn't really a case of Rust being X times faster than Python, it's X times faster than some other C algorithm. That's probably why X is only ~4 (they don't actually give a single-thread comparison), instead of ~50.
https://github.com/matplotlib/matplotlib/blob/cb487f3c077c93...
I expect the Rust code is faster because that code is waaaaay more complicated than what they probably need (https://stackoverflow.com/q/11716268/265521) - e.g. it handles stroke widths.
IMO this result is not very interesting.
- How and where is matplotlib package making use of PySide?
- Top 10 growing data visualization libraries in Python in 2023
Github: https://github.com/matplotlib/matplotlib
- Tkinter, PyGame windows too large on Mac
as suggested here.
- [OC] Attempted & Completed Suicide Rate in Canada, 1998/99
Tool: Matplotlib Pyplot
- Help unpickling an old dataset
The issue was described here: https://github.com/matplotlib/matplotlib/issues/8409, but the "solution" was just "this is fixed" which was not helpful to me.
- The Python Packages That Gave Me Nightmares: A Guide to Overcoming Common Challenges
Matplotlib: Matplotlib is a 2D plotting library that allows you to create visualizations of your data. It's a powerful tool for data analysis, but the syntax can be complex and the customization options can be overwhelming. GitHub - https://github.com/matplotlib/matplotlib
- pcolormesh very slow when using "log" axes
Sinatra
- Sinatra 4.0
- How to Use Sinatra to Build a Ruby Application
Compared to Ruby on Rails, a full-stack web framework, Sinatra is a very lean micro-framework originally developed by Blake Mizerany to help Ruby developers build applications with "minimal effort".
- Making AJAX Applications Crawlable? How to build a simple web service on Google App Engine to produce HTML Snapshots?
a Sinatra app hosted on Heroku on the domain http://example.com
- I created a simple router inspired by Ruby's Sinatra. What do you guys think?
- Escaping all path info with Shellwords.escape in Sinatra
- How do I set up a Sinatra app under Apache with Passenger?
Let's say I have the simplest single-file Sinatra app. The hello world on their homepage will do. I want to run it under Apache with Phusion Passenger, AKA mod_rails.
- Learning Ruby:Rails:Routes:Controllers#beginner
- Does Anyone use Sinatra in Production?
Sinatra is fine as long as you have a small number of routes, because its router is O(n): https://github.com/sinatra/sinatra/blob/ac5404dbd897a4b3c5b3921d2f89fecd3b540ed3/lib/sinatra/base.rb#L1008-L1010
- Hacktoberfest: 69 Beginner-Friendly Projects You Can Contribute To
https://github.com/sinatra/sinatra A classy web-development dressed in a DSL (official / canonical repo)
What are some alternatives?
PyQtGraph - Fast data visualization and GUI tools for scientific / engineering applications
Hanami - A flexible framework for maintainable Ruby apps
plotly - The interactive graphing library for Python :sparkles:
Ruby on Rails - Ruby on Rails
bokeh - Interactive Data Visualization in the browser, from Python
Roda - Routing Tree Web Toolkit