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NumPy VS PNGGauntlet

Compare NumPy VS PNGGauntlet and see what are their differences

NumPy logo NumPy

NumPy is the fundamental package for scientific computing with Python

PNGGauntlet logo PNGGauntlet

-Combines PNGOUT, OptiPNG, and DeflOpt to create the smallest PNGs
  • NumPy Landing page
    Landing page //
    2023-05-13
  • PNGGauntlet Landing page
    Landing page //
    2018-10-30

NumPy videos

Learn NUMPY in 5 minutes - BEST Python Library!

More videos:

  • Review - Python for Data Analysis by Wes McKinney: Review | Learn python, numpy, pandas and jupyter notebooks
  • Review - Effective Computation in Physics: Review | Learn python, numpy, regular expressions, install python

PNGGauntlet videos

Optimize images for the web using Paint.NET and PNGGauntlet

Category Popularity

0-100% (relative to NumPy and PNGGauntlet)
Data Science And Machine Learning
Image Editing
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Image Optimisation
0 0%
100% 100

User comments

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Reviews

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

NumPy Reviews

25 Python Frameworks to Master
SciPy provides a collection of algorithms and functions built on top of the NumPy. It helps to perform common scientific and engineering tasks such as optimization, signal processing, integration, linear algebra, and more.
Source: kinsta.com
Top 8 Image-Processing Python Libraries Used in Machine Learning
Scipy is used for mathematical and scientific computations but can also perform multi-dimensional image processing using the submodule scipy.ndimage. It provides functions to operate on n-dimensional Numpy arrays and at the end of the day images are just that.
Source: neptune.ai
Top Python Libraries For Image Processing In 2021
Numpy It is an open-source python library that is used for numerical analysis. It contains a matrix and multi-dimensional arrays as data structures. But NumPy can also use for image processing tasks such as image cropping, manipulating pixels, and masking of pixel values.
4 open source alternatives to MATLAB
NumPy is the main package for scientific computing with Python (as its name suggests). It can process N-dimensional arrays, complex matrix transforms, linear algebra, Fourier transforms, and can act as a gateway for C and C++ integration. It's been used in the world of game and film visual effect development, and is the fundamental data-array structure for the SciPy Stack,...
Source: opensource.com

PNGGauntlet Reviews

15 Best Free Image Optimization Tools for Image Compression
PNGGauntlet allows you to optimize your PNG photos. It is downloadable and combines with multiple compressors like PNGOUT, OptiPNG and DeflOpt to compress your images without effecting the image quality. It will also work convert and compress JPG, GIF, TIFF, and BMP to PNG files. On the downside it does take a little longer then the other options.

Social recommendations and mentions

Based on our record, NumPy seems to be a lot more popular than PNGGauntlet. While we know about 107 links to NumPy, we've tracked only 6 mentions of PNGGauntlet. 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.

NumPy mentions (107)

  • Element-wise vs Matrix vs Dot multiplication
    In NumPy with * or multiply(). ` or multiply()` can multiply 0D or more D arrays by element-wise multiplication. - Source: dev.to / 2 months ago
  • JSON in data science projects: tips & tricks
    Data science projects often use numpy. However, numpy objects are not JSON-serializable and therefore require conversion to standard python objects in order to be saved:. - Source: dev.to / 3 months ago
  • Introducing Flama for Robust Machine Learning APIs
    Numpy: A library for scientific computing in Python. - Source: dev.to / 5 months ago
  • A Comprehensive Guide to NumPy Arrays
    Python has become a preferred language for data analysis due to its simplicity and robust library ecosystem. Among these, NumPy stands out with its efficient handling of numerical data. Let’s say you’re working with numbers for large data sets—something Python’s native data structures may find challenging. That’s where NumPy arrays come into play, making numerical computations seamless and speedy. - Source: dev.to / 7 months ago
  • Beginning Python: Project Management With PDM
    A majority of software in the modern world is built upon various third party packages. These packages help offload work that would otherwise be rather tedious. This includes interacting with cloud APIs, developing scientific applications, or even creating web applications. As you gain experience in python you'll be using more and more of these packages developed by others to power your own code. In this example... - Source: dev.to / 7 months ago
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PNGGauntlet mentions (6)

  • SNES Manuals. How big is too big? (comments below)
    Consider using PNGGauntlet for getting even higher compression. Source: about 2 years ago
  • Tips on keeping Playnite lean and mean?
    If a lot of your artwork is png files, putting them through PNG Gauntlet is likely to help save space. Search for *.png in your Playnite folder then drag and drop. Fair warning, this is going to take a long time. Possibly days for the amount of data you're talking. Source: over 2 years ago
  • How can I automatically compress images without manual uploading to tinypng.com or similar websites ?
    You could download PNGGauntlet and if you using Wordpress there are many plugins for optimizing images on upload... Source: over 2 years ago
  • [DISC] Aizen-san Can't Be Honest! - Chapter 2
    If you want to optimize it further, use PNGGauntlet after you put translation and saved as png. It works by removing useless junk. It's kinda slow, but I think it's still worth doing. But it's up to you. Source: over 2 years ago
  • You guys are pretty reliable for this, programs for my PC?
    PNGGauntlet for compressing PNG images into smaller size (Fairly slow on big images tho). Source: almost 3 years ago
View more

What are some alternatives?

When comparing NumPy and PNGGauntlet, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

DVDVideoSoft Image Convert and Resize - Free Image Convert and Resize is a compact yet powerful program for batch mode image processing.

OpenCV - OpenCV is the world's biggest computer vision library

ImBatch - ImBatch is a batch image processor with a nice graphical user interface.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Ralpha Image Resizer - High-speed image batch conversion tool