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NumPy VS LightShot

Compare NumPy VS LightShot and see what are their differences

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LibHunt tracks mentions of software libraries on relevant social networks. Based on that data, you can find the most popular projects and their alternatives. featured
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Contents:
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  2. » Videos
  3. » Reviews
  4. » Alternatives

NumPy logo NumPy

NumPy is the fundamental package for scientific computing with Python

LightShot logo LightShot

The fastest way to take a customizable screenshot.
  • NumPy Landing page
    Landing page //
    2023-05-13
  • LightShot Landing page
    Landing page //
    2021-07-26

NumPy features and specs

  • Performance
    NumPy operations are executed with highly optimized C and Fortran libraries, making them significantly faster than standard Python arithmetic operations, especially for large datasets.
  • Versatility
    NumPy supports a vast range of mathematical, logical, shape manipulation, sorting, selecting, I/O, and basic linear algebra operations, making it a versatile tool for scientific and numeric computing.
  • Ease of Use
    NumPy provides an intuitive, easy-to-understand syntax that extends Python's ability to handle arrays and matrices, lowering the barrier to performing complex scientific computations.
  • Community Support
    With a large and active community, NumPy offers extensive documentation, tutorials, and support for troubleshooting issues, as well as continuous updates and enhancements.
  • Integrations
    NumPy integrates seamlessly with other libraries in Python's scientific stack like SciPy, Matplotlib, and Pandas, facilitating a streamlined workflow for data science and analysis tasks.

Possible disadvantages of NumPy

  • Memory Consumption
    NumPy arrays can consume large amounts of memory, especially when working with very large datasets, which can become a limitation on systems with limited memory capacity.
  • Learning Curve
    For users new to scientific computing or coming from different programming backgrounds, understanding the intricacies of NumPy's operations and efficient usage can take time and effort.
  • Limited GPU Support
    NumPy primarily runs on the CPU and doesn't natively support GPU acceleration, which can be a disadvantage for extremely compute-intensive tasks that could benefit from parallel processing.
  • Dependency on Python
    Since NumPy is a Python library, it depends on the Python runtime environment. This can be a limitation in environments where Python is not the primary language or isn't supported.
  • Indexing Complexity
    Although NumPy's slicing and indexing capabilities are powerful, they can sometimes be complex or unintuitive, especially for multi-dimensional arrays, leading to potential errors and confusion.

LightShot features and specs

  • Ease of Use
    LightShot provides a user-friendly interface that allows users to take screenshots quickly with minimal effort.
  • Editing Tools
    The app includes built-in editing tools that allow users to annotate, highlight, and make quick adjustments to their screenshots immediately after capturing them.
  • Cloud Storage
    LightShot offers the option to upload screenshots to the cloud, making them accessible from any device and easy to share via a link.
  • Speed
    The application runs smoothly and captures screenshots very quickly, making it efficient for users who need rapid results.
  • Cross-Platform Support
    LightShot is available for both Windows and Mac, providing flexibility for users operating on different platforms.
  • Free to Use
    The application is free to download and use, making it accessible to users without any financial investment.

Possible disadvantages of LightShot

  • Limited Advanced Features
    While LightShot offers basic editing tools, it lacks more advanced features and options found in more comprehensive screenshot and image editing software.
  • Security Concerns
    Storing screenshots in the cloud can potentially raise security and privacy issues, as sensitive information could be exposed if the cloud storage is compromised.
  • Dependency on Internet
    The cloud upload feature depends on an internet connection, which can be inconvenient for users who need to share screenshots while offline.
  • Ads
    The free version of LightShot may contain ads, which can be distracting and detract from the user experience.
  • Lack of Integrations
    LightShot lacks integration with other productivity tools and services, limiting its utility for users who need seamless workflows with their existing software.
  • Platform Limitation
    LightShot does not support mobile platforms, so users cannot utilize the tool on smartphones or tablets.

NumPy videos

+ Add

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

LightShot videos

+ Add

How to Take Screenshots Fast with Lightshot on Windows & Mac

More videos:

  • Review - [HD] Google Chrome Extension Review : Lightshot
  • Tutorial - How to Take Screenshots Fast with Lightshot | lightshot review Hindi

Category Popularity

0-100% (relative to NumPy and LightShot)

NumPy

LightShot

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Screenshot Annotation
0 0%
Screenshot Annotation
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Screenshots
0 0%
Screenshots
100% 100

User comments

Share your experience with using NumPy and LightShot. For example, how are they different and which one is better?
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Reviews

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

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.
Source: www.analyticsvidhya.com
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

LightShot Reviews

Keeping Mac Screenshots Simple and Helpful
Lightshot: Perfect if you want to share a link fast. It handles capturing and minimal edits, making it suitable for daily communication.
Source: medium.com
5 Best Screenshot Tools for Mac in 2024 (Free & Paid)
In conclusion, these five screenshot apps for Mac offer a range of features to cater to different user needs. Xnapper stands out as the best all-in-one screenshot tool with its automatic beautification and screen recording capabilities. CleanShot X and Snagit are feature-rich and ideal for professionals, while Lightshot is perfect for users who prefer a simple free...
Source: storychief.io
The best screenshot tools for Mac
Users can enjoy added convenience by setting a shortcut key for the tool to activate. Sharing is quite effortless — once you upload your capture on the LightShot server, you receive a direct link that you can share with others. The LightShot website also offers simple tutorials for users to get a grasp of the tool.
Source: www.techradar.com
Top 13 Free Snagit Alternatives For 2021
Lightshot is yet another free software like Snagit (well, besides the ‘free’ part obviously). Lightshot, available in Google Chrome Web Store , is a browser extension app that not only allows you to easily take a screenshot, but allows you to upload it to the server and creates a short link, similar to Screenrec .
Source: screenrec.com
15 Best Snagit Alternatives in 2020
Lightshot is screen capture tool allows you to take a screenshot quickly. It allows the user to take a screenshot of a selected area which can be resized or moved without any hassle.
Source: www.guru99.com

Social recommendations and mentions

Based on our record, NumPy should be more popular than LightShot. It has been mentiond 119 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.

NumPy mentions (119)

  • Building an AI-powered Financial Data Analyzer with NodeJS, Python, SvelteKit, and TailwindCSS - Part 0
    The AI Service will be built using aiohttp (asynchronous Python web server) and integrates PyTorch, Hugging Face Transformers, numpy, pandas, and scikit-learn for financial data analysis. - Source: dev.to / 4 months ago
  • F1 FollowLine + HSV filter + PID Controller
    This library provides functions for working in domain of linear algebra, fourier transform, matrices and arrays. - Source: dev.to / 8 months ago
  • Intro to Ray on GKE
    The Python Library components of Ray could be considered analogous to solutions like numpy, scipy, and pandas (which is most analogous to the Ray Data library specifically). As a framework and distributed computing solution, Ray could be used in place of a tool like Apache Spark or Python Dask. It’s also worthwhile to note that Ray Clusters can be used as a distributed computing solution within Kubernetes, as... - Source: dev.to / 9 months ago
  • Streamlit 101: The fundamentals of a Python data app
    It's compatible with a wide range of data libraries, including Pandas, NumPy, and Altair. Streamlit integrates with all the latest tools in generative AI, such as any LLM, vector database, or various AI frameworks like LangChain, LlamaIndex, or Weights & Biases. Streamlit’s chat elements make it especially easy to interact with AI so you can build chatbots that “talk to your data.”. - Source: dev.to / 9 months ago
  • A simple way to extract all detected objects from image and save them as separate images using YOLOv8.2 and OpenCV
    The OpenCV image is a regular NumPy array. You can see it shape:. - Source: dev.to / 9 months ago
View more

LightShot mentions (48)

  • Im curious
    Okay...from now on as soon as I see someone that takes hoi4 pics with PHONE I'm gonna give them this... https://app.prntscr.com/en/index.html download this shit and never use your phone to take pics of your monitor... Source: almost 2 years ago
  • Crispy ship after being directly beside a reactor failure 🤌
    Https://app.prntscr.com/en/index.html Do yourself a favor and get a screenshot tool and display your freshly crisped ships in full quality. Source: almost 2 years ago
  • underrated internet “hacks”
    You can use Lightshot Screenshot in Mac and Windows. Https://app.prntscr.com/en/index.html. Source: about 2 years ago
  • If you use print screen for captures for any reason.
    I came across this tool a few days ago and its pretty awesome so I just wanted to share, im sure there are others out there but for thoes that don't have and could use it's called Farlight. It lets you take a customizable screenshot with a border drag feature and save just the area you want to capture. Before I was using print screen and had to load it in gimp to crop it and scale it to size. Source: about 2 years ago
  • Screenshots from phone cameras are now banned.
    I highly recommend LightShot for Mac and Windows. It lets you choose which part of the screen to capture and adjust if you messed up; save or clipboard it; and doodle, add arrows, highlight, and add text without having to bring it into Paint first! Source: about 2 years ago
View more

What are some alternatives?

When comparing NumPy and LightShot, 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.

ShareX - ShareX is a free and open source program that lets you capture or record any area of your screen...

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

Greenshot - Greenshot is a free and open source screenshot tool that allows annotation and highlighting using the built-in image editor.

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

Snagit - Screen Capture Software for Windows and Mac

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